NLP_POESÍA_SPINETTA_GPT2.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "NLP_WORKSHOP_GPT2",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/daquarti/AI/blob/main/NLP_POES%C3%8DA_SPINETTA_GPT2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "prSKLWyr52PR"
      },
      "source": [
        "# MI PRIMER MODELO"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "KBkpRgBCBS2_",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "3ea2c1f5-1142-4ec3-9641-24c8264d3bae"
      },
      "source": [
        "%tensorflow_version 1.x\n",
        "!pip install -q gpt-2-simple\n",
        "import gpt_2_simple as gpt2\n",
        "from datetime import datetime\n",
        "from google.colab import files"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "TensorFlow 1.x selected.\n",
            "  Building wheel for gpt-2-simple (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "WARNING:tensorflow:\n",
            "The TensorFlow contrib module will not be included in TensorFlow 2.0.\n",
            "For more information, please see:\n",
            "  * https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md\n",
            "  * https://github.com/tensorflow/addons\n",
            "  * https://github.com/tensorflow/io (for I/O related ops)\n",
            "If you depend on functionality not listed there, please file an issue.\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "P8wSlgXoDPCR",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "2b2edab6-ea34-4a49-b641-c6e3fb1c59b3"
      },
      "source": [
        "gpt2.download_gpt2(model_name=\"124M\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Fetching checkpoint: 1.05Mit [00:00, 198Mit/s]                                                      \n",
            "Fetching encoder.json: 1.05Mit [00:00, 84.3Mit/s]                                                   \n",
            "Fetching hparams.json: 1.05Mit [00:00, 322Mit/s]                                                    \n",
            "Fetching model.ckpt.data-00000-of-00001: 498Mit [00:07, 62.9Mit/s]                                  \n",
            "Fetching model.ckpt.index: 1.05Mit [00:00, 470Mit/s]                                                \n",
            "Fetching model.ckpt.meta: 1.05Mit [00:00, 65.3Mit/s]                                                \n",
            "Fetching vocab.bpe: 1.05Mit [00:00, 126Mit/s]                                                       \n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "puq4iC6vUAHc",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "83197028-1d2c-48ec-89de-dc11de583f0c"
      },
      "source": [
        "gpt2.mount_gdrive()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6OFnPCLADfll"
      },
      "source": [
        "file_name = \"spinetta.txt\""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "aeXshJM-Cuaf",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "2f3e3fd7-5705-4db0-f207-c11ec3451193"
      },
      "source": [
        "sess = gpt2.start_tf_sess()\n",
        "\n",
        "gpt2.finetune(sess,\n",
        "              dataset=file_name,\n",
        "              model_name='124M',\n",
        "              steps=200,\n",
        "              restore_from='fresh',\n",
        "              run_name='run1',\n",
        "              print_every=2,\n",
        "              sample_every=5,\n",
        "              save_every=200,\n",
        "              overwrite = True\n",
        "              )"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/gpt_2_simple/src/sample.py:17: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "Use tf.where in 2.0, which has the same broadcast rule as np.where\n",
            "Loading checkpoint models/124M/model.ckpt\n",
            "INFO:tensorflow:Restoring parameters from models/124M/model.ckpt\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "\r  0%|          | 0/1 [00:00<?, ?it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Loading dataset...\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "100%|██████████| 1/1 [00:00<00:00,  1.25it/s]\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "dataset has 147130 tokens\n",
            "Training...\n",
            "[2 | 10.44] loss=3.31 avg=3.31\n",
            "[4 | 12.95] loss=3.55 avg=3.43\n",
            "======== SAMPLE 1 ========\n",
            "a The Guardian The Mechanical Wizard The Great Escape The Great Fusion The Great Gatsby: Secret Treasure The Great Whale Road THE GREY MAN The Growth Journey The guard of dungeon The Guest The Guilt and the Shadow The Happy Hereafter The Hat Man: Shadow Ward The Haunting of Billy Classic The Heiress The Herbalist The Herbologist The Hidden Dragon The Hive The Hole Story The Horus Heresy: Battle of Tallarn The House in Fata Morgana The Housewife The Howler The Huntsman: Winter's Curse The Hurricane of the Varstray -Collateral hazard- The I of the Dragon The Incredible Adventures of Van Helsing The Incredible Adventures of Van Helsing II The Incredible Adventures of Van Helsing III The Incredible Adventures of Van Helsing: Final Cut The Incredible Baron The Indie Mixtape The Inevitability The Infectious Madness of Doctor Dekker The Infinite Black The Initial The Inner Darkness The Inner World The Inner World: The Last Wind Monk The Jackbox Party Pack The Jackbox Party Pack 2 The Jackbox Party Pack 3 The Jackbox Party Pack 4 The Journey Back The Journey Down: Chapter One The Journey Down: Chapter Three The Journey Down: Chapter Two The Journey: Bob's Story. The Journeyman Project 1: Pegasus Prime The Juicer The Keep The Kindred THE KING OF FIGHTERS '98 ULTIMATE MATCH FINAL EDITION THE KING OF FIGHTERS 2002 UNLIMITED MATCH THE KING OF FIGHTERS XIII STEAM EDITION THE KING OF FIGHTERS XIV STEAM EDITION The King's Heroes The Lady The Land of Dasthir The Land of Eyas The Land Of Lamia The Land of Pain The Last Birdling THE LAST BLADE 2 The Last Cargo The Last Dogma The Last Door - Collector's Edition The Last Door: Season 2 - Collector's Edition The Last Dream: Developer's Edition The Last Error The Last Express Gold Edition The Last Federation The Last Hope The Last Hope Trump vs Mafia THE LAST HUNT The Last Leviathan The Last NightMary - A Lenda do Cabeça de Cuia The Last Patient The Last Photon The Last Sin The Last Tinker: City of Colors The Last Tree The Legacy: Forgotten Gates The Legend of Dark Witch The Legend of Dark Witch Episode 2 -The Price of Desire- The Legend of Heroes: Trails in the Sky The Legend of Heroes: Trails in the Sky SC The Legend of Heroes: Trails in the Sky the 3rd The Legend of Heroes: Trails of Cold Steel The Legend of Heroes: Trails of Cold Steel II The Legions of Rome The Leisure of Grisaia The Letter The Life Of Greather The Lion's Song The Little Acre The Living Dungeon The Logomancer The Long Dark The Long Journey Home The Long Reach The Longest Five Minutes The Lords of the Earth Flame The Lost The Lost Battalion: All Out Warfare The Lost Crown The Lost Island The Lost Souls The Lost Valley The Low Road The Madness of Little Emma The Magic Circle The Magical Silence The Mahjong Huntress The Majesty of Colors Remastered The Maker's Eden The Marvellous Miss Take The Masterplan The Maze : Endless nightmare The Mean Greens - Plastic Warfare The Melody of Grisaia The Men of Yoshiwara: Kikuya The Men of Yoshiwara: Ohgiya The Messenger The Metronomicon: Slay The Dance Floor The Mighty Quest For Epic Loot The Mine The Miners The Minotaur The Miskatonic The Moon Sliver The Moonstone Equation The Mooseman The Multidimensional Underwear Drawer The Music Machine The Musketeers: Victoria's Quest The Mystery of a Lost Planet The Myth Seekers: The Legacy of Vulcan The Narrator is a DICK The New Queen The Next Door The Next World The Night of the Rabbit The Nightmare Cooperative The Norwood Suite The Note The Novelist The Odyssey The Oil Blue The Onion Knights - Definitive Edition The Orb Chambers The Orb Chambers II The Order of the Thorne - The King's Challenge The Other 99 The Overdreamer The Painscreek Killings The Park The Pasture The Path The Pirate's Fate The Pit And The Pendulum The Princess' Heart The Promised Land The Purge Day The Purring Quest The Quest The Quest for Achievements THE QUIET MAN™ The Rabbit Hole The Rainy Port Keelung The Rake: Red Forest The Red Solstice The Red Strings Club The Reject Demon: Toko Chapter 0 - Prelude The Renegades of Orion 2.0 The Return Home Remastered The Revenge of Johnny Bonasera: Episode 1 The Rise of Chubtan The Rivers of Alice - Extended Version The Rollingball's Melody The Room The Room Two The Ruins: VR Escape the Room The Sacred Stone: A Story Adventure The Sacred Tears TRUE This Story Of A Lost Planet The Myth Seekers: The Legacy of Vulcan The Narrator is a DICK The New Queen The Next Door The Next World The Night of the Rabbit The Nightmare Cooperative The Norwood Suite The Note The Novelist The Odyssey The Oil Blue The Onion Knights - Definitive Edition The Orb Chambers The Orb Chambers II The Order of the Thorne\n",
            "\n",
            "[6 | 28.43] loss=3.42 avg=3.43\n",
            "[8 | 30.94] loss=3.09 avg=3.34\n",
            "[10 | 33.47] loss=3.03 avg=3.28\n",
            "======== SAMPLE 1 ========\n",
            "ves of the heart.\n",
            "\n",
            "The first two days of the new year are a major occasion:\n",
            "Celeste's final days are of special note.\n",
            "A final celebration of the life of Celeste in the cathedral of the San Rondacala, and her extraordinary life of the life of her mother, the great mother of Salvador and Salvador de Leon, in the year 1962, from Santigali.\n",
            "At these three days, in the cathedral of Saint Marti, you will at once see me, Celeste.\n",
            "The cathedral of Saint Marti has a special place in Salvador de Leon.\n",
            "This is the place that, in a few hours at dawn, the first and last of my sisters from her place of birth, in the same place, as Celeste, I pass in her hands, where I hold her by her side, on her neck, and as you pass, in her arms, she, as you pass, in her hands, so, as you pass, in her arms, she, as you pass, in her hands, so, as you pass, in her arms, you, as you pass, in her arms, so, in your hands, so, as you pass, in her hands, so, as you pass, in her arms, you, as you pass, in her arms, so, in your hands, so, as you pass, in her hands, so, as you pass, in her arms, you, as you pass, in her arms, so, in her hands, so, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in her arms, you, as you pass, in his arms, as you pass, in his arms, as you pass, in his arms, as you pass, in his arms, as you pass, in his arms, as you pass, in his arms, you, as you pass, in his arms, as you pass, in his arms, as you pass, in his arms, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass, in his arms, you, as you pass\n",
            "\n",
            "[12 | 47.65] loss=2.94 avg=3.22\n",
            "[14 | 50.18] loss=2.96 avg=3.18\n",
            "======== SAMPLE 1 ========\n",
            " ya.\n",
            "\n",
            "We are all of you.\n",
            "I am,\n",
            "and then I am.\n",
            "I am.\n",
            "I am.\n",
            "I am a nugget, and then I am.\n",
            "I am.\n",
            "I am.\n",
            "I am.\n",
            "I am.\n",
            "I am.\n",
            "I am.\n",
            "I am.\n",
            "…\n",
            "I am.\n",
            "I am…\n",
            "I am…\n",
            "I am.\n",
            "I am…\n",
            "I am.\n",
            "I am…\n",
            "I am.\n",
            "I am…\n",
            "I am…\n",
            "…I am.\n",
            "…\n",
            "…\n",
            "I am…\n",
            "\n",
            "I am…\n",
            "I am…\n",
            "I am…\n",
            "…\n",
            "…\n",
            "I am…\n",
            "\n",
            "I am…\n",
            "\n",
            "I am.\n",
            "(\n",
            "I am.\n",
            "I am.\n",
            "\n",
            "I am.\n",
            "(\n",
            "I am.\n",
            "I am.\n",
            "I am…\n",
            "I am.\n",
            "There are no words. There are only a few,\n",
            "and all the words. I've got you. I don't care. I can't hear your song.\n",
            "No song.<|endoftext|>An old man walks in the street in the center of the city, in an area that was once a haven for migrants and refugees, as he was part of a group to get their stuff, to get through to Germany and to reunify with families.\n",
            "On Thursday, he, along with his fellow young men, walked past the city's refugee camp, which has more than 2,000 people.\n",
            "The man in attendance, the man in the foreground who, I am told, has been with the group for days.\n",
            "That man, I can tell you, is a guy from the centre of the town.\n",
            "On January 16, he arrived in the area of Weltanschaft, where he had moved to on February 20, and the people he met, they were mostly refugees, they were mostly migrants and refugees, and most of them were people from the center of city.\n",
            "In the last time, he came to the outskirts of Cologne, and he had made a final escape to the town and to the city, to reunite with their family, to get through to Germany and to to reunify with families after reunification.\n",
            "\"It's like going to a beach,\" says the man as he walks past, into the sun.\n",
            "And if he is, to say nothing of seeing him, he is a guy, who has been on the streets, all day long, all night.\n",
            "He had arrived at the city center when the night was over, and came to see the refugees who had taken over his life.\n",
            "In the morning he had arrived at a camp, in the middle of the city, where he had gone to, and met people from the center of the town.\n",
            "He then went on to meet the first of the people he met, who is a refugee, who has been, all day long, all night.\n",
            "He was in a position to be reunited with her family, and as he did so, we were as close to her and as close to her as we could to her.\n",
            "He had also moved to the city, to find a haven for people from the center of the town, and finally to reunite with her family,\n",
            "and her family who had taken over her life.\n",
            "In the afternoon of February 20 in the town of Weltanschaft, there was a situation in Weltanschaft where a group of asylum seekers were coming to take shelter at the local border.\n",
            "In the same spot, refugees had taken shelter in a small camp with no gates.\n",
            "In the morning, a large crowd of people had arrived, and some were coming in from the western part of the city, to take shelter at the border.\n",
            "In the evening, a large crowd came to shelter at the border.\n",
            "In the evening the situation changed, and a small group of asylum seekers were coming to take shelter in a small camp at the border.\n",
            "In the morning, a large crowd was already arriving in the town, and there were many a camp in the town.\n",
            "In the evening, a small group of asylum seekers were coming to shelter in a small camp at the border.\n",
            "And this is the part to which the men, as men gather, come, to be reunited, to reunite, to reunify.\n",
            "In the past, one of the men, at the border camp, has come to a peace camp. One of the men, at the border camp, has come to a peace camp.\n",
            "In the afternoon, a large crowd came to shelter at the border. Many were coming into the town to take shelter; a large crowd had come to shelter in a small camp at the border.\n",
            "In the afternoon, a large crowd of people gathered in a small camp in the town. It would be a big relief to have a long-term situation of people coming into the town as a people from the center of town\n",
            "\n",
            "[16 | 64.60] loss=3.19 avg=3.18\n",
            "[18 | 67.11] loss=2.94 avg=3.15\n",
            "[20 | 69.63] loss=2.98 avg=3.14\n",
            "======== SAMPLE 1 ========\n",
            ",\n",
            "or\n",
            "Mazza\n",
            "Mazza,\n",
            "or\n",
            "Mazza,\n",
            "Mazza,\n",
            "\n",
            "(or\n",
            "Mazza,\n",
            "(or)\n",
            "Mazza\n",
            "\n",
            "Tus lugar\n",
            "Dame de maestre…\n",
            "(Hoy nai al mi llevo)\n",
            "(Tus la vida!)\n",
            "Dame de la vida…\n",
            "(La vida\n",
            "(Fútbol)\n",
            "(La vida )\n",
            "de la vida…\n",
            "(Johé)\n",
            "(Y la vida)\n",
            "de la vida de tí…\n",
            "(Hoy en tu qué)\n",
            "(Cómo cómo mí!)\n",
            "La vida cuejo miedo\n",
            "¿que nunocí? (Por que vuela)\n",
            "¿tómí?\n",
            "¿la vida cuejo,\n",
            "pequeña\n",
            "¿díme mien mi siempre?\n",
            "(La vida cuejo miedo)\n",
            "¿qué tiempo,\n",
            "por que vuela…\n",
            "¡e la tu dímándote?\n",
            "(Más)\n",
            "y nada\n",
            "Canto canto… (Bien…)\n",
            "\n",
            "Dame de la vida…\n",
            "(La vida)\n",
            "de la vida…\n",
            "(Tus la vida)\n",
            "(Solo)\n",
            "(Mómba)\n",
            "Dame de la vida…\n",
            "(La vida)\n",
            "de la vida…\n",
            "(Y nada)\n",
            "Canto canto… (Bien…)\n",
            "Dame de la vida…\n",
            "(La vida)\n",
            "de la vida…\n",
            "(Solo)\n",
            "(Mómba)\n",
            "Hoy al piel…\n",
            "Piel de que estar…\n",
            "Y estamos amas en el querer…\n",
            "Eternals y ya nada…\n",
            "\n",
            "Dame de la vida… (Hora que el mí)\n",
            "La vida cuejo miedo…\n",
            "(Por que vuela)\n",
            "¿que nunocí,\n",
            "para más\n",
            "¡¿que nunocí?\n",
            "¿¿hoy las tejas amazós?\n",
            "Wu es un llorar…\n",
            "Y me una una que el agua…\n",
            "Y una una que el cuerpo…\n",
            "Un cuerpo ya una una una…\n",
            "Piedras\n",
            "Canto el sol\n",
            "Amen!\n",
            "Piedras… mientras…\n",
            "Piedras… porque ya una una…\n",
            "Un cuerpo ya un\n",
            "\n",
            "Algunaz\n",
            "Hasta más de todo,\n",
            "y en el querer,\n",
            "Piedras… yo el már…\n",
            "Y en el querer…\n",
            "Cantando ya mi todo,\n",
            "no el querer…\n",
            "Un cuerpo ya ve más\n",
            "(Y una mía)\n",
            "Un más el sol…\n",
            "Un cuerpo ya solo todo…\n",
            "Y me una una una…\n",
            "Dame de la vida…\n",
            "Dame de la vida…\n",
            "Concelledira\n",
            "Hasta una dellun…\n",
            "Dame de la vida…\n",
            "Un árbol…\n",
            "Hasta una dellun,\n",
            "yo ve sigue un amici…\n",
            "Un árbol…\n",
            "Un árbol…\n",
            "Un árbol…\n",
            "Un árbol…\n",
            "No árbol…\n",
            "Wagé tu su héo\n",
            "Este la verbo…\n",
            "Dame de la vida…\n",
            "no aquí\n",
            "Piedra\n",
            "Piedra en el della lira,\n",
            "todos se ya llunca…\n",
            "Dame de la vida…\n",
            "no aquí\n",
            "Piedra en el della lira…\n",
            "todos se ya llunca…\n",
            "\n",
            "(Algo a un aire,\n",
            "de la ver)\n",
            "(Y al hace…\n",
            "(Ví la mú)\n",
            "Y al hace…\n",
            "Dame de la ver\n",
            "Piedra en el della lira…\n",
            "todos se ya llunca…\n",
            "(Este la ver…\n",
            "(No árbol…)\n",
            "\n",
            "No árbol…\n",
            "Se va no árbol…\n",
            "Se va no árbol…\n",
            "Cirir toda no que vey\n",
            "Este la la ver,\n",
            "y en el querer\n",
            "Un árbol…\n",
            "Unárbol…\n",
            "Unárbol…\n",
            "Unárbol…\n",
            "Un árbol…\n",
            "\n",
            "[22 | 83.80] loss=2.87 avg=3.11\n",
            "[24 | 86.32] loss=2.72 avg=3.08\n",
            "======== SAMPLE 1 ========\n",
            "�a parece en la mirada, que música y un teper, murosico tus tekos, que al tu fuerte hay, sin olla se dulce\n",
            "Hasta mamora!\n",
            "Y manza tu aire!\n",
            "Que es algunos ya queda que siempre, hay tu tiempre, es que al fin, ya queda tu aire!\n",
            "Y ses hombres, llevas al manos!\n",
            "Ahora, están siempre hay haga la tejas que es común la solida.\n",
            "Queda siempre hay haga la tejas que es común la solida.\n",
            "Algo esto, es una luna y una luna.\n",
            "Yen tu aire.\n",
            "Amen,\n",
            "yo la siempre sin o más,\n",
            "que es hoy el tiempo una luna y una luna.\n",
            "¡¡¡queda siempre hay sé,\n",
            "te en murosico…\n",
            "y en siempre la cielo,\n",
            "y estas como,\n",
            "ya estos y estas\n",
            "Yen tu aire.\n",
            "No tobruna,\n",
            "no tobruna,\n",
            "no tobruna,\n",
            "no tobruna,\n",
            "para más…\n",
            "Sí,\n",
            "ya otra fue.\n",
            "Es un aire del mar.\n",
            "Cómo que al tomo más,\n",
            "cómo cémico nadie,\n",
            "y a su piedra…\n",
            "Y tu casa,\n",
            "yo un haber que va muy,\n",
            "cómo, y tomar tiempo es olvidar de no sin…\n",
            "no su tes vez…\n",
            "¿es mí que sí,\n",
            "es su muy, es para esté,\n",
            "y en siempre, un adieu…\n",
            "¿édame, es un hasta,\n",
            "te nadie,\n",
            "y asunción,\n",
            "cara en el esperá.\n",
            "¿élque una ver,\n",
            "con tu mí?\n",
            "Hasta mañana,\n",
            "la teatro cielo,\n",
            "ya otra fue,\n",
            "te también,\n",
            "se yo viel, y no hay nieve que se,\n",
            "yo va llegra,\n",
            "ya hay…\n",
            "Y en tome de su sé…\n",
            "(la amanita)\n",
            "¿¿y en ese el cielo más,\n",
            "¡¿e ese el cielo,\n",
            "sólo el tiempo,\n",
            "y nunca y a cualqueda!\n",
            "Queda dando todo,\n",
            "no es un hasta,\n",
            "me se el alma.\n",
            "y es que estar es mi pasa,\n",
            "sálo y algo, donde un die…\n",
            "¡¡todo un amor,\n",
            "no es un tiempo,\n",
            "cada de aquí,\n",
            "canto o más,\n",
            "quedó que sín lleva…\n",
            "Estárme el tempos,\n",
            "y desde el cielo,\n",
            "y algo puedo que toda,\n",
            "tu todo se tu piel.\n",
            "¡¡el hombre, ya vieja,\n",
            "poca el tí ver,\n",
            "bien della mano…\n",
            "¡deo es un fin,\n",
            "un fin, hacia tomar,\n",
            "se haven año asado, por favor,\n",
            "siempre estálo,\n",
            "sí todo un estoy,\n",
            "saga en la mí\n",
            "y sólo está,\n",
            "no va nada…\n",
            "¡No se no tí,\n",
            "nosá…no estí…\n",
            "¡¿y es tu sólo es ella,\n",
            "y es tu tiempo haga,\n",
            "en la tiempo al música…\n",
            "¡No tu sera es un piel…\n",
            "sólo el tiempo al mi tierra,\n",
            "siempre es que piel.\n",
            "¡Yo va estárme el tempos,\n",
            "siempre estálo,\n",
            "sí todo un estoy.\n",
            "¡yo es en el amor della mano,\n",
            "sólo es la tiempo\n",
            "y es tiempo al mi tierra…\n",
            "¡Tu sera es un viel…\n",
            "¡y es tu tiempo es un sólo,\n",
            "siempre es que piel.\n",
            "¡Yse estáre, tengo el tiempo estál\n",
            "\n",
            "[26 | 100.56] loss=2.76 avg=3.05\n",
            "[28 | 103.08] loss=2.63 avg=3.02\n",
            "[30 | 105.59] loss=2.72 avg=3.00\n",
            "======== SAMPLE 1 ========\n",
            "\n",
            "\n",
            "And in this moment of great passion, I turn at her.\n",
            "And from her, I rise,\n",
            "And to her I give a word,\n",
            "A love,\n",
            "And to her I give a word,\n",
            "A love,\n",
            "And to her I give a word,\n",
            "A love,\n",
            "And to her I give a word,\n",
            "A love,\n",
            "And to her I give a word,\n",
            "A love,\n",
            "And to her I give a word,\n",
            "A love,\n",
            "Then, in the form of a beautiful woman,\n",
            "At no time can I find,\n",
            "Sheltering in a garden,\n",
            "Letting the flowers sing,\n",
            "Letting my love vanquish.\n",
            "\n",
            "(sheltering)\n",
            "\n",
            "A love,\n",
            "Let me give you a word at all parts of me\n",
            "O y asura,\n",
            "Let me give it all,\n",
            "Casa y la vez y la lo,\n",
            "In this form,\n",
            "In the day before I am to leave me,\n",
            "In the moment I have been to her,\n",
            "In the moment I have known her;\n",
            "In this moment I turn,\n",
            "In the form of a gentle and wonderful woman,\n",
            "At no time can I find,\n",
            "Sheltering in a garden,\n",
            "Letting the flowers sing,\n",
            "Letting the flowers sing,\n",
            "Letting my love vanquish.\n",
            "(sheltering)\n",
            "\n",
            "A love,\n",
            "Let me give you a word at all parts of me\n",
            "O y asura,\n",
            "Let me give you a word at all parts of me\n",
            "O y asura,\n",
            "Let me give you a word at all parts of me,\n",
            "In this form,\n",
            "In the day before I am to leave me,\n",
            "In the moment I have been to her,\n",
            "In her at no time can I find,\n",
            "Sheltering in a garden,\n",
            "Letting the flowers sing,\n",
            "Te mado,\n",
            "Y eso de mi amor,\n",
            "Y está queda por quiver,\n",
            "Y en mi mano de los sin bajo,\n",
            "Todas como pensar al ocaras.\n",
            "Luna amor.\n",
            "Oh, I can never get to her,\n",
            "O otojos a ver y el luchar,\n",
            "O otoja a ver y el luchar,\n",
            "Oh, I can no longer stay to her\n",
            "Oh, O.M.,\n",
            "Oh, O.M.,\n",
            "Oh, Oh, Oh…\n",
            "I never knew her,\n",
            "Oh O.M.,\n",
            "Oh, O.M.,\n",
            "Oh, oh, oh\n",
            "Oh, Oh. O.M.,\n",
            "Oh, O.M., Oh,\n",
            "Oh, Oh….\n",
            "Oh, O.M., O.M.,\n",
            "Oh, oh…\n",
            "Oh, O.M., O.M.,\n",
            "Oh, O.M.,\n",
            "Oh, O.M.,\n",
            "Osoy se parejos perdido el suenza,\n",
            "Oh, my love,\n",
            "Oh, my love my love,\n",
            "Oh,\n",
            "Oh, Osoy se parejos perdido el suenza,\n",
            "Oh, my love my love,\n",
            "Oh, (solo)\n",
            "Hoy está a lago de tu agua,\n",
            "Hoy está a lago de tu agua te un guadalupe,\n",
            "Ah, in a sort of strange manner,\n",
            "Oh, in a sort of strange manner,\n",
            "Oh, O.M., oh,\n",
            "Oh, O.M.,\n",
            "Oh, O.M.,\n",
            "Oh, O.M.,\n",
            "Oh, (solo)\n",
            "Hoy está a lago de tu agua,\n",
            "Ah, in a sort of strange manner,\n",
            "Oh, in a sort of strange manner,\n",
            "…\n",
            "Oh, the moment I, uh, at home\n",
            "oh, oh in a sort of strange com,\n",
            "Oh, Oh. Oh,\n",
            "Oh, (solo)\n",
            "Oh, oh in a sort of strange com,\n",
            "Oh, (solo)\n",
            "Oh,(solo)\n",
            "Oh,\n",
            "\n",
            "Osoy se parejos perdido el suenza,\n",
            "Oh, and in the midst of our love,\n",
            "Oh, oh in a kind of strange way,\n",
            "oh, O.M., oh,\n",
            "Oh, O.M., oh,\n",
            "Oh.\n",
            "Oh, (solo)\n",
            "oh in in a kind of strange way…\n",
            "Oh, oh in a kind of strange way,\n",
            "oh, O.M., Oh,\n",
            "oh,oh in a sort of strange way,\n",
            "oh, O.M.,\n",
            "Oh, Oh, oh…\n",
            "Oh, O.M., oh, oh….\n",
            "\n",
            "Oh,\n",
            "A cais de el tu amor.\n",
            "A cercura a lugar.\n",
            "A cercura\n",
            "\n",
            "[32 | 119.69] loss=2.45 avg=2.96\n",
            "[34 | 122.21] loss=2.96 avg=2.96\n",
            "======== SAMPLE 1 ========\n",
            "ose to dulce…\n",
            "Comes a sombra…\n",
            "…\n",
            "Dulce, sombra,\n",
            "sombras para la dada,\n",
            "sombra…\n",
            "\n",
            "Comes a sombra…\n",
            "Sombra…\n",
            "comes a sombra…\n",
            "Sombra para la dada…\n",
            "sombra,\n",
            "sombras…\n",
            "Bienestués en el caña…\n",
            "de una la vida…\n",
            "Vuego en el calle…\n",
            "Comes a sombra…\n",
            "sombra…\n",
            "Comes a sombra…\n",
            "\n",
            "comes a sombra…\n",
            "sombra…\n",
            "Comes a sombra…\n",
            "Comes a sombra…\n",
            "Sombra…\n",
            "sombra…\n",
            "comes a sombra, sombra…\n",
            "Sombra,\n",
            "sólo el cielo…\n",
            "No estanecer con la piel…\n",
            "Vuego vuego,\n",
            "hoy,\n",
            "nada sordres…\n",
            "Hoy…\n",
            "Tay lleva tus las juntas,\n",
            "y nieblas estás…\n",
            "No estanecer con la piel sólo estás…\n",
            "Comes a sombra…\n",
            "sombra…\n",
            "Comes a sombra…\n",
            "sombra…\n",
            "Comes a sombra…\n",
            "sombra tí…\n",
            "Bienestués en el caña,\n",
            "de una la vida…\n",
            "sombra,\n",
            "sólo el cielo…\n",
            "\n",
            "Dulce, sombra,\n",
            "donde donde,\n",
            "sombra…\n",
            "donde donde…\n",
            "Dulce que ser pensarme,\n",
            "donde donde…\n",
            "donde donde…\n",
            "Sombras un sable…\n",
            "Unsombra vuelve,\n",
            "no donde un sombra,\n",
            "sombras…\n",
            "Hoy…\n",
            "Tay lleva tus las juntas,\n",
            "y querer un lago en la cuerste…\n",
            "No estanecer con la piel…\n",
            "Vuego vuego,\n",
            "hoy,\n",
            "ni,\n",
            "no estanecer con la piel…\n",
            "Comes a sombra…\n",
            "sombra…\n",
            "comes a sombra…\n",
            "sombra,\n",
            "sombra…\n",
            "vuego en el caña…\n",
            "\n",
            "Vuego vuego,\n",
            "hoy…\n",
            "tay lleva tus las juntas…\n",
            "y está que ser pensarme,\n",
            "tay querer un lago en la cuerste…\n",
            "No estanecer con la piel,\n",
            "Vuego vuego,\n",
            "hoy…\n",
            "tay lleva tus las juntas…\n",
            "y está que ser pensarme,\n",
            "tay querer un lago en la cuerste…\n",
            "Vuego vuego,\n",
            "hoy…\n",
            "tu vez el cielo…\n",
            "no quemo al alma…\n",
            "ya vida,\n",
            "donde la vida,\n",
            "donde la vida,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida,\n",
            "de la vida,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "donde la vida…\n",
            "ya vida se,\n",
            "de la vida…\n",
            "Y el tiempo esta vida,\n",
            "noche hace le tí,\n",
            "vos,\n",
            "vues…\n",
            "Una luma,\n",
            "al viejo aquella,\n",
            "y no es el verifición,\n",
            "y la se calor,\n",
            "de tu vuelvió…\n",
            "Unsombra un verí,\n",
            "y no es la piel,\n",
            "vos…\n",
            "Unsombra que no esta vida,\n",
            "no tus viviró, por el piel…\n",
            "ya no esta vida,\n",
            "no todo se honduras,\n",
            "y se fue ojos ya no acerca…\n",
            "donde todo un aire,\n",
            "ya nada,\n",
            "tus dátilas solos…\n",
            "y deejo el viento…\n",
            "No esta vida,\n",
            "no el verifición\n",
            "\n",
            "[36 | 136.18] loss=2.57 avg=2.94\n",
            "[38 | 138.70] loss=2.75 avg=2.93\n",
            "[40 | 141.22] loss=2.73 avg=2.92\n",
            "======== SAMPLE 1 ========\n",
            "na\n",
            "Au alba darás,\n",
            "Aus alba darás\n",
            "\n",
            "(Miguel)\n",
            "\n",
            "Miguel\n",
            "Buelle le ducé que mire,\n",
            "Le sol día,\n",
            "Entre nombre…\n",
            "Bútan las eternas qué está en las poderas,\n",
            "Y a tí,\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre no mieres,\n",
            "Entre nombre…\n",
            "Buelle desde un soler,\n",
            "Entre nombre…\n",
            "Albate de un noche,\n",
            "Haciendo…\n",
            "La vieza nada,\n",
            "Un boró del sol,\n",
            "La sombra de la sombra…\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Y si la cienga es un abroja,\n",
            "No cienecer los esa,\n",
            "Le luz de una cuerpos,\n",
            "Entre vivir de el sol,\n",
            "Luz de una cuerpos…\n",
            "Ven este cienga estás,\n",
            "y tu cielo de un cielo…\n",
            "Donde una cielo,\n",
            "Luz de una cielo,\n",
            "Y es que estará al amanecer…\n",
            "Dír que están,\n",
            "Una cuerpos hoy de una cuelca…\n",
            "No tenga y el niño…\n",
            "Dada dolor el nacer,\n",
            "Un te cuerpo y llevar,\n",
            "Hacia el mundo a cuerpo…\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Entre nombre…\n",
            "Buelle desde un soler,\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Dahonta la vida,\n",
            "No tenga el por paredo,\n",
            "De novo me más,\n",
            "Solo un sueño sin,\n",
            "Las vientas su vuelón,\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Dahonta la vida,\n",
            "No tenga el por paredo,\n",
            "De novo me más,\n",
            "es una vida,\n",
            "Solo un sueño sin,\n",
            "Las vientas su vuelón,\n",
            "Entre nombre,\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Dahonta la vida,\n",
            "No tenga el por paredo,\n",
            "De novo me más,\n",
            "es una vida,\n",
            "solo un sueño sin,\n",
            "\n",
            "No están una vida,\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre nombre…\n",
            "Entre nombre,\n",
            "Entre nombre …\n",
            "Cuerpo entonces la tierra (a la tierra)\n",
            "Cuerpo estás entonces la tierra,\n",
            "en este tierra,\n",
            "por el sol,\n",
            "Estántálo nacía del aire…\n",
            "Cuiendo en esta solo hacia una tí ninguna,\n",
            "a la vida…\n",
            "\n",
            "La luz de una luz de una luz\n",
            "(la luz de una luz de una luz el viente)\n",
            "(la luz de una luz de una luz el viente)\n",
            "Ajajé de luz viento es un lugar…\n",
            "de el luz de una luz de una luz,\n",
            "te su desierto nace en cuadran…\n",
            "te su destruzó de nacer…\n",
            "de luz de una luz de una luz,\n",
            "te su estuas de luz…\n",
            "(las sueño en los esos)\n",
            "Estántálo del abiendo…\n",
            "La luz de una luz de una luz,\n",
            "te su desierto nace en cuadran…\n",
            "te su destruzó de nacer…\n",
            "de luz de una luz de una luz,\n",
            "te su estuas de luz…\n",
            "(las sueño en los esos)\n",
            "(las sueño en las huesas)\n",
            "Estántálo del abiendo…\n",
            "La luz de una luz de una luz…\n",
            "\n",
            "[42 | 155.23] loss=2.64 avg=2.90\n",
            "[44 | 157.77] loss=2.70 avg=2.89\n",
            "======== SAMPLE 1 ========\n",
            " pjóla amaró!,\n",
            "qué nacer,\n",
            "la amaró!,\n",
            "qué nacer,\n",
            "la amaró!,\n",
            "qué nacer,\n",
            "la amaró!,\n",
            "que vera amaró,\n",
            "ques amaró,\n",
            "en el piedra el tren,\n",
            "lo mejor amaró!,\n",
            "que mi amor…\n",
            "que mi amor…\n",
            "el sol en tu nada,\n",
            "en tu fueron,\n",
            "no me darás…\n",
            "que vera no me de ver,\n",
            "que vera no me del amor…\n",
            "que vera no me de ver,\n",
            "que vera no me de ver,\n",
            "que vera no me de ver…\n",
            "\n",
            "Llewe del sabe (Pueblo de los Este)<|endoftext|>Hampshire,\n",
            "a tí mí…\n",
            "Bienvenguerte…\n",
            "Tienen,\n",
            "a tí mí…\n",
            "bienvenguerte…\n",
            "tienen…\n",
            "Tienen…\n",
            "…\n",
            "Y tu hasto de sí…\n",
            "¡Un cuerpo que vez más,\n",
            "que a ver…\n",
            "ya siempre esto en un tiempo…\n",
            "Sólo en tu piel…\n",
            "Tienen…\n",
            "sólo en tu piel…\n",
            "bienvenguerte…\n",
            "tienen…\n",
            "\n",
            "Bienvenguerte…\n",
            "que sólo en tu piel…\n",
            "bienvenguerte…\n",
            "tienen…\n",
            "\n",
            "(No es al fin)\n",
            "O, y más…\n",
            "que sólo en tu piel…\n",
            "bienvenguerte…\n",
            "tienen…\n",
            "\n",
            "(No es al fin)\n",
            "O\n",
            "\n",
            "Y están, ni tú…\n",
            "Cabeza…\n",
            "no te un que huadó,\n",
            "¿Bienvenguerte tu mí?\n",
            "que nena sin quedó?\n",
            "Día de todos,\n",
            "que es tu brisa,\n",
            "que es la árbol,\n",
            "no te es un hoy,\n",
            "No es tenga en una ciaderda,\n",
            "no te es un hoy,\n",
            "\n",
            "(O tete te)\n",
            "\n",
            "Tu llegar, la árbol,\n",
            "tu llegar, la árbol…\n",
            "\n",
            "Yo están…\n",
            "Te hoy cierto llegar…\n",
            "yo están, ni tú…\n",
            "no tenga en una ciaderda…\n",
            "no te es un hoy,\n",
            "(Instrumental)\n",
            "\n",
            "O,\n",
            "no sé que todas,\n",
            "las de poco,\n",
            "música piedra…\n",
            "que sólo en tu piel…\n",
            "bienvenguerte…\n",
            "tal cada…\n",
            "\n",
            "Si la nubia…\n",
            "Tí hizo llevan…\n",
            "la nubia…\n",
            "tí sabe el caer…\n",
            "(Si la nubia)\n",
            "¿Valdos?\n",
            "Valdos…\n",
            "Si al viento… en la cuerpo…\n",
            "la cuenta huesca,\n",
            "es que es amar…\n",
            "(Sí invenir)\n",
            "Tien a tí de sá…\n",
            "Tien a tí de llamado…\n",
            "Si lo que al nacer…\n",
            "si lo que sabe por las tus,\n",
            "es la nubia…\n",
            "¿Valdos…\n",
            "Valdos…\n",
            "Si es de todo, yo es una bien…\n",
            "que muy fin amar…\n",
            "Te llama,\n",
            "quiere,\n",
            "solo piel…\n",
            "no…\n",
            "Hidas vez amará,\n",
            "la lado vez amará…\n",
            "¿Valdos…\n",
            "Valdos…\n",
            "(Cómo sé)\n",
            "Si la ojos o tus,\n",
            "el cielo canto…\n",
            "sólo en tu piel…\n",
            "no toda ni vez…\n",
            "Cómo o sí…\n",
            "¿Valdos…\n",
            "Valdos…\n",
            "(Cómo sé)\n",
            "Si la ojos o todo…\n",
            "y al canción…\n",
            "Es vierdo…\n",
            "Si la amor…\n",
            "las vez como todo…\n",
            "es tan huén…\n",
            "es muere estar,\n",
            "la sombra de tu nadie…\n",
            "(Es el que no va,\n",
            "tien sé…)\n",
            "¿Valdos…\n",
            "Valdos…\n",
            "(Cómo sé)\n",
            "¿Valdos…\n",
            "(Cómo sé)\n",
            "\n",
            "\n",
            "[46 | 171.61] loss=2.53 avg=2.87\n",
            "[48 | 174.12] loss=2.48 avg=2.85\n",
            "[50 | 176.64] loss=2.71 avg=2.85\n",
            "======== SAMPLE 1 ========\n",
            "eng.\n",
            "De naturale es la lugar\n",
            "Ella te es el caro que el ciudad en la amarita.\n",
            "Ven enjambe,\n",
            "ya no te día.\n",
            "Ven en jambe,\n",
            "ya no te día.\n",
            "Ven en jambe,\n",
            "ya no te día.\n",
            "Ven en jambe,\n",
            "ya no te día.\n",
            "Ven en de naturalees,\n",
            "que una viejo y se veo un papel,\n",
            "cambió un poco día…\n",
            "Ven en te día,\n",
            "ya no te día…\n",
            "Ven en de naturalees,\n",
            "que una viejo y se veo un papel,\n",
            "cambió un poco día…\n",
            "Ven en te día,\n",
            "ya no te día…\n",
            "Ven en de piedra y quedan a lutro,\n",
            "que solo una esfera…\n",
            "\n",
            "Te el viento\n",
            "Te el viento que a ver las berras el agua,\n",
            "y en ver las dulce violets que la viente,\n",
            "no vemos es la piedra.\n",
            "\n",
            "Pensón al juntan\n",
            "Al pío borta del decomo,\n",
            "también su forma en el sombra…\n",
            "y no es la agua,\n",
            "que su pobre esta amará pueda nena…\n",
            "y no es la dulce violetsque la viente,\n",
            "no vemos es la piedra…\n",
            "y no es la berras del decomo…\n",
            "te el pío borta del decomo te al pío borta del decomo…\n",
            "ya no es la agua,\n",
            "que su pobre esta amará pueda nena…\n",
            "\n",
            "Como vida de un verano\n",
            "como quiero tu poco olvir,\n",
            "yo sueño,\n",
            "como quiero tu poco olvir,\n",
            "y sueño,\n",
            "como quiero tu poco olvir,\n",
            "y sueño tu poco olvir…\n",
            "Pues el sol ojos nubes,\n",
            "vizir que te piedad en el vio,\n",
            "y no es verdad,\n",
            "que quiero tu poco olvir,\n",
            "y no es es el vio,\n",
            "y no es verdad…\n",
            "y no es verdad… tu poco olvir tu poco olvir\n",
            "y es para vez\n",
            "y es para vez…\n",
            "y en verdad te esperando el mundo\n",
            "y yo se han los parece el vio…\n",
            "y no es la agua,\n",
            "que su pobre esta amará pueda nena…\n",
            "y no es la dulce violetsque la viente,\n",
            "no vemos es la piedra\n",
            "y no es la dulce\n",
            "también su forma en el sombra…\n",
            "y no es la agua,\n",
            "que su pobre esta amará pueda nena…\n",
            "y no es la dulce violetsque la viente,\n",
            "no vemos es la piedra\n",
            "y no es la dulce vio…\n",
            "\n",
            "Vamos al tiempo\n",
            "Vamos al tiempo está no,\n",
            "que te queda más,\n",
            "sin tu amor,\n",
            "me queda más,\n",
            "sin tu amor…\n",
            "y me vamos,\n",
            "y veces,\n",
            "y tiempo vamos,\n",
            "y veces,\n",
            "y tiempo vamos,\n",
            "y veces…\n",
            "\n",
            "Quiero tu puede por miedo\n",
            "Quiero tu puede por miedo para las aguas de mar…\n",
            "Ya no escapar mi verdad\n",
            "Ya no escapar mi verdad otro miedo,\n",
            "las aguas,\n",
            "ya no escapar mi verdad otro miedo,\n",
            "Las aguas,\n",
            "ya no escapar mi verdad otro miedo,\n",
            "Las aguas otro miedo;\n",
            "nada no escapar mi verdad…\n",
            "Hoy nada está…\n",
            "Amar,\n",
            "que quiero tu puede por miedo,\n",
            "que te tiempo vamos,\n",
            "ya no escapar mi verdad.\n",
            "Pues el sol ojos nubes,\n",
            "vizir que te conyaden,\n",
            "y te conyaden tu p\n",
            "\n",
            "[52 | 190.91] loss=2.59 avg=2.84\n",
            "[54 | 193.42] loss=2.40 avg=2.82\n",
            "======== SAMPLE 1 ========\n",
            "oo, que la muerte querer y va,\n",
            "quiero quediendo,\n",
            "quiero quediendo,\n",
            "para el mundo,\n",
            "nunca esta amor,\n",
            "solo un ojos por favor…\n",
            "y quia desperté,\n",
            "por favor…\n",
            "Todos en el sol,\n",
            "y una nación,\n",
            "para esfera…\n",
            "se ojos nieblas,\n",
            "del que es el temer,\n",
            "el amor,\n",
            "y está tiempo…\n",
            "todos en el sol…\n",
            "y una nación,\n",
            "para esfera…\n",
            "Solo un ojos por favor…\n",
            "como lo que tu amor,\n",
            "como lo que tu amor…\n",
            "se ojos nieblas,\n",
            "del que es el temer,\n",
            "el amor,\n",
            "y está tiempo…\n",
            "Todos en el sol,\n",
            "y una nación,\n",
            "todo el sol,\n",
            "y el sol…\n",
            "y el sol,\n",
            "y el sol,\n",
            "no tanta esa al suen,\n",
            "todo un sueño…\n",
            "Todos en el sol,\n",
            "no lo que ya no se quedá…\n",
            "como lo hago el mundo…\n",
            "no sé que un tereso…\n",
            "y los días y ojos naceras…\n",
            "como estoy las nombre,\n",
            "del que en el sol…\n",
            "todos en el sol,\n",
            "dímio en tu alma…\n",
            "Solo un nombre,\n",
            "como lo un viento,\n",
            "como lo un viento…\n",
            "Hoy ve olvido en el sol,\n",
            "vuellos ojos naceras…\n",
            "como estoy las nombre,\n",
            "del que en el sol…\n",
            "todos,\n",
            "huy te donde no hablar…\n",
            "\n",
            "Cambia\n",
            "António del Potro\n",
            "Cambia\n",
            "Aristol\n",
            "No hay nada a uno más\n",
            "Que estaba es alma llevaré,\n",
            "se mires por quiero día,\n",
            "que tu corazón,\n",
            "cuando en tí.\n",
            "En un aire,\n",
            "a quiero se mire en tu verdad,\n",
            "te cielo estará en tu cielo…\n",
            "Volver,\n",
            "de sus vientos,\n",
            "el caer con la cuerpo,\n",
            "que aún a los será más…\n",
            "y el tiempo en tu veo ser…\n",
            "Puedes a la aves,\n",
            "en la oscuridad,\n",
            "cuando el viento…\n",
            "En un aire,\n",
            "a quiero se mire en tu verdad,\n",
            "te cielo estará en tu cielo…\n",
            "Volver,\n",
            "de sus vientos,\n",
            "el caer con la cuerpo,\n",
            "que aún a los será más… Andó la vida…\n",
            "En un aire,\n",
            "a quiero se mire en tu verdad,\n",
            "te cielo estará en tu cielo…\n",
            "Una esperan,\n",
            "es tan a quema en morir,\n",
            "tu soledad para entre las romas,\n",
            "cabe la piedad, con su poder,\n",
            "como la vida…\n",
            "Un oscuridad al fin,\n",
            "entre tú,\n",
            "quieron tu carne de vivir…\n",
            "Ella amor,\n",
            "pero algo de la verdad…\n",
            "Tu soledad,\n",
            "quieron tu carne de vivir…\n",
            "Chapal esta una biciclee,\n",
            "tu soledad por la cuerpo…\n",
            "En una biciclee,\n",
            "como una bocce de las ríos…\n",
            "Ella amor,\n",
            "como el sol,\n",
            "cuanto la verdad,\n",
            "para una nubla…\n",
            "En una buscado,\n",
            "tu soledad por la cuerpo…\n",
            "Chapal esta tu amor,\n",
            "pero algo de la verdad…\n",
            "cuanto la verdad,\n",
            "que un oscuridad…\n",
            "Solo el lugar,\n",
            "como y te haga…\n",
            "Volver,\n",
            "de sus vientos,\n",
            "el caem el viento…\n",
            "En un aire,\n",
            "a quiero se mire en tu verdad…\n",
            "te cielo estará en tu cielo…\n",
            "Luz,\n",
            "y un oscuridad, y tu h\n",
            "\n",
            "[56 | 207.43] loss=2.77 avg=2.82\n",
            "[58 | 209.95] loss=2.49 avg=2.80\n",
            "[60 | 212.48] loss=2.50 avg=2.79\n",
            "======== SAMPLE 1 ========\n",
            "ideres,\n",
            "paranotiles,\n",
            "pueronlas,\n",
            "mubebras…\n",
            "¡ya no saber!\n",
            "¡ya no saber!\n",
            "Sabe\n",
            "Abe\n",
            "Ana dolor,\n",
            "y todo los tus ojos,\n",
            "ya no todo me sabe…\n",
            "y yo es se quiero…\n",
            "y yo es se quiero…\n",
            "\n",
            "Volver\n",
            "Chorillas y pasa,\n",
            "nunca uno,\n",
            "volver,\n",
            "venido no dulce…\n",
            "¿serán como todo?\n",
            "Défensese como todo,\n",
            "pero esta nada,\n",
            "se fue…\n",
            "¡donde estás,\n",
            "de nada…\n",
            "¡solo ves de luz…\n",
            "¡no ves,\n",
            "es quien…\n",
            "¡ya no saber!\n",
            "\n",
            "Ya vez\n",
            "Yo quiero,\n",
            "y no hay son quiero…\n",
            "de tu corazón…\n",
            "y yo es se quiero…\n",
            "y yo es se quiero…\n",
            "\n",
            "Umbral\n",
            "Lédame duhnasta\n",
            "Yo me dulce,\n",
            "y todo el mundo…\n",
            "y yo es se quiero…\n",
            "y yo es se quiero…\n",
            "\n",
            "Ya vez\n",
            "Yo quiero,\n",
            "y no hay son quiero…\n",
            "de tu corazón…\n",
            "y yo es se quiero…\n",
            "y yo es se quiero…\n",
            "(Cristos Yglesias)\n",
            "\n",
            "Cuero\n",
            "y lo escuchar,\n",
            "como una sal,\n",
            "es tarde estás…\n",
            "y yo es se quiero…\n",
            "y yo es se quiero…\n",
            "(Cuero)\n",
            "yo sin embargo,\n",
            "como una sal…\n",
            "y me que aprender una sal…\n",
            "y me que aprender una sal…\n",
            "\n",
            "El Dios\n",
            "En darme y te un tren el mundo…\n",
            "solo te puede el olvido te su noción,\n",
            "de mi vida esa niebla…\n",
            "y no tengo,\n",
            "es comienza…\n",
            "hasta en el aire,\n",
            "que estaba porque,\n",
            "se una palabra…\n",
            "yo no entregaron porque,\n",
            "de mi vida esa…\n",
            "Y yo es se quiero,\n",
            "se quiero,\n",
            "como una sal,\n",
            "y me que aprender una sal…\n",
            "y me que aprender una sal…\n",
            "\n",
            "Luna del Tijado\n",
            "Hoy las tus nombres,\n",
            "y todo en el sol…\n",
            "y todo en el sol…\n",
            "¡donde estás y nunca…\n",
            "un que tu cuerpo en el sol…\n",
            "me tié apresado…\n",
            "y un que en el sol…\n",
            "¡donde estás y nunca…\n",
            "un que tu cuerpo en el sol…\n",
            "Me tié apresado…\n",
            "y un que en el sol…\n",
            "Me tié apresado…\n",
            "y un que en el sol nace…\n",
            "me tié apresado…\n",
            "y un que en el sol en el sol…\n",
            "\n",
            "Umbral\n",
            "Abril de Dios\n",
            "No amones pasar hacia el sol…\n",
            "no no nunca es cambio…\n",
            "me tú la lluvia…\n",
            "y no me amor…\n",
            "y amones pasar…\n",
            "Ya no me amor…\n",
            "no me amor…\n",
            "\n",
            "Tamello\n",
            "Viva en tu boca\n",
            "de la alma…\n",
            "se nada el abuela por una seguía…\n",
            "una pescatado de tu piel…\n",
            "y en el mar…\n",
            "(Volver)\n",
            "(Cuero)\n",
            "y ya no hay me paredí…\n",
            "Y ya no me viente…\n",
            "ya no me paredí…\n",
            "¿y dice se haga es que me dirán?\n",
            "¿y dice se haga es que me dirán?\n",
            "Te acaso se ya en el sol\n",
            "te acaso se ya en el sol…\n",
            "¡ya no pagar,\n",
            "se vino donde mi alma…\n",
            "¡ya no pagar,\n",
            "se verás…\n",
            "¡ya no pagar…\n",
            "\n",
            "El Fútbol\n",
            "Mientras por mí…\n",
            "y todo en el sol…\n",
            "y todo en el sol…\n",
            "y tu cuerpo no está…\n",
            "me tú la loca…\n",
            "y no tengo\n",
            "me tú la loca…\n",
            "\n",
            "\n",
            "[62 | 226.32] loss=2.34 avg=2.78\n",
            "[64 | 228.84] loss=2.38 avg=2.76\n",
            "======== SAMPLE 1 ========\n",
            "ño,\n",
            "porque te un piquela,\n",
            "a la amor,\n",
            "y acaso,\n",
            "cuando tu luz,\n",
            "que se fue.\n",
            "Todo alguien tu luz,\n",
            "el vientre por la veo…\n",
            "tu leyro,\n",
            "la vez que escopa…\n",
            "de tu solitudín,\n",
            "un puedo tu espera,\n",
            "te esperar,\n",
            "el amor…\n",
            "\n",
            "Cambia\n",
            "\n",
            "Cambia\n",
            "Chocolatón\n",
            "Viva es el poco espera,\n",
            "cuadan los seres,\n",
            "sin estoy aquí…\n",
            "Todos o luz,\n",
            "todos un avemos de la veo,\n",
            "y es que cuerda,\n",
            "y alguien tu luz…\n",
            "el poco,\n",
            "te esperar…\n",
            "el amor…\n",
            "Cambia\n",
            "(Cambia es tus ojos)\n",
            "Cambia\n",
            "Inmoche tus ojos,\n",
            "un mí que tu vez sé,\n",
            "sin quito quedó…\n",
            "Todos que nieblos,\n",
            "en la cambia,\n",
            "si sigue un poco,\n",
            "te escapará…\n",
            "despródre el poco,\n",
            "si como un poco,\n",
            "tu esperado…\n",
            "Todos que nieblos,\n",
            "en la cambia,\n",
            "si sigue un poco,\n",
            "te escapará…\n",
            "de tanto las manchas,\n",
            "despródre el poco,\n",
            "si como un poco,\n",
            "tu esperado…\n",
            "Cambia\n",
            "Si algo la luz, nena,\n",
            "sin queten el siempre…\n",
            "Todos que níblos,\n",
            "en la cambia,\n",
            "si sigue un poco,\n",
            "te escapará…\n",
            "despródre el poco,\n",
            "si como un poco,\n",
            "tu esperado…\n",
            "Cambia\n",
            "Día las fusilidades,\n",
            "tu esperando la casa,\n",
            "la quebrá las amor,\n",
            "la quebrá ya quebrá,\n",
            "la quebrá las amor…\n",
            "Cambia\n",
            "Cambia\n",
            "Día las fuerras,\n",
            "volver una techo al fin…\n",
            "día las fusilidades,\n",
            "tu esperando la casa,\n",
            "la quebrá las amor,\n",
            "la quebrá ya quebrá,\n",
            "la quebrá ya quebrá,\n",
            "la quebrá ya quebrá…\n",
            "\n",
            "Frente de la ciudad\n",
            "Viva es el poco espera,\n",
            "cuadan consuí volver…\n",
            "Todos tu piel,\n",
            "que están espera…\n",
            "Para miedra la vez,\n",
            "díme,\n",
            "cambia,\n",
            "sensos y hundas…\n",
            "que el sol…\n",
            "Dejentro solo amor,\n",
            "como todo,\n",
            "cocas…\n",
            "que aen,\n",
            "quedan los guerrillas,\n",
            "de querer a la viejo,\n",
            "todos tu piel…\n",
            "\n",
            "Cambia\n",
            "La luz,\n",
            "sin hablan tiempo,\n",
            "cuando la cielo…\n",
            "cuando la luz,\n",
            "sin hablan tiempo,\n",
            "cuando la luz,\n",
            "sin hablan tiempo,\n",
            "cuando la luz,\n",
            "cuando la luz,\n",
            "\n",
            "Vamos que nos cosas,\n",
            "en la cumbina,\n",
            "y aunque vos ya…\n",
            "En todo tu cuerpo,\n",
            "al final, nena…<|endoftext|>We all know that the internet was the beginning of life.\n",
            "And yet there are still times like these that we feel all human beings, as humans, have a right to live without.\n",
            "And that is when the internet has been the life-sustaining and most important thing that has made living in the real world so much easier.\n",
            "Just as we once knew there would never be an end, now an all-new world comes to us.\n",
            "And I am living in this living place I call home.\n",
            "And now when I go to sleep it feels as if I am in a place I can only dream about.\n",
            "I am at the dawn of the world.\n",
            "And as I walk through the world that can only be known as the beginning of the coming of world, I am at the final turn.\n",
            "And as I am the most beautiful moment in which my life has gone to no end, I am living in a place I can only\n",
            "\n",
            "[66 | 242.87] loss=2.40 avg=2.75\n",
            "[68 | 245.39] loss=2.34 avg=2.73\n",
            "[70 | 247.90] loss=2.70 avg=2.73\n",
            "======== SAMPLE 1 ========\n",
            " que que nada, más años que no sé si una bongo;\n",
            "lo que mirar, llegaron,\n",
            "llegaron,\n",
            "llegaron…\n",
            "Munson de Cristal,\n",
            "mi un mano,\n",
            "mi su mano;\n",
            "mi su mano,\n",
            "mi mero que nada, mil caen;\n",
            "música que no su reloj que no sé…\n",
            "mi que mierte mirar,\n",
            "la vez,\n",
            "y al que huyás llegar,\n",
            "que el música,\n",
            "las alvenas,\n",
            "y el día,\n",
            "que la verdad,\n",
            "yo escuela,\n",
            "mi su dolor tu corazón;\n",
            "miles de ciudad,\n",
            "mi algunó, miles de ciudad;\n",
            "las sueños de luz;\n",
            "y mi gente que escaparme,\n",
            "miles desenvolverme;\n",
            "mi tu amor, mi te despuín,\n",
            "mi amor de málvido,\n",
            "miles que esperan todas al amanecerme,\n",
            "ya nos sombras en el mundo;\n",
            "la noche que es un cielo y un día;\n",
            "que ya no puedes mi amor,\n",
            "no puedes mi amor,\n",
            "y que muy bien sin cielo,\n",
            "sin lúcce quien,\n",
            "solo sin cielo,\n",
            "sin lúcce quien,\n",
            "solo sin cielo,\n",
            "sin lúcce quien,\n",
            "solo sin cielo,\n",
            "sin lúcce quien,\n",
            "solo sin cielo,\n",
            "sin lúcce quien,\n",
            "solo sin cielo,\n",
            "sin lúcce quien,\n",
            "solo sin cielo,\n",
            "no puede un día,\n",
            "no puede un día,\n",
            "miles de ciudad,\n",
            "mi de ciudad,\n",
            "los amanos cosas,\n",
            "miles de ciudad,\n",
            "mi de ciudad,\n",
            "los amanos cosas,\n",
            "miles de ciudad,\n",
            "una sopío,\n",
            "una sopío,\n",
            "mi sientes de buscar,\n",
            "mi sientes de buscar.\n",
            "\n",
            "Antenzo es la ciudad\n",
            "La ciudad,\n",
            "tan amar,\n",
            "las guerras de la calle,\n",
            "la ciudad,\n",
            "tan amar,\n",
            "las guerras de la calle,\n",
            "la ciudad,\n",
            "tan amar,\n",
            "la ciudad,\n",
            "la ciudad en las guerras…\n",
            "\n",
            "Solo muere por mira\n",
            "Comes muere por mira…\n",
            "solo muere siempre…\n",
            "y sé,\n",
            "lo que vuelven ayer como muere…\n",
            "solo muere…\n",
            "solo muere…\n",
            "yo sé hoy tu ser,\n",
            "y siempre sin embargo,\n",
            "y siempre sin embargo…\n",
            "solo muere por mira …\n",
            "solo muere…\n",
            "yo sé siempre sin embargo,\n",
            "y siempre sin embargo….\n",
            "\n",
            "Vuelve\n",
            "Solo ya no esperar\n",
            "Vuelve,\n",
            "se van día,\n",
            "ya no espera,\n",
            "se van día,\n",
            "ya no espera…\n",
            "yo mirarás,\n",
            "sigo de un mundo,\n",
            "siren…\n",
            "Solo ayer\n",
            "ve el abismo nena,\n",
            "ve el abismo nunca es\n",
            "ve de los niños,\n",
            "ve ve algun…\n",
            "y el aire,\n",
            "ve el aire…\n",
            "como ser ágende muy bueno…\n",
            "y el aire,\n",
            "ve el aire…\n",
            "como ser ágende muy bueno… –\n",
            "te oro de solo en la distancia,\n",
            "te oro de solo en la distancia…\n",
            "y es que haber escucho a las luces,\n",
            "yo tu vas a estable,\n",
            "que habrá se desnubes de tu cuerma…\n",
            "ya no va es que serás,\n",
            "ve me jugar a quibelar…\n",
            "que ve a no espejo,\n",
            "ya no vuelve en los niños,\n",
            "ve el abismo nena,\n",
            "ve el abismo nunca es,\n",
            "ve de los niños,\n",
            "ve ve algun…\n",
            "\n",
            "Todos pasos\n",
            "Por el ciel\n",
            "\n",
            "[72 | 262.22] loss=2.33 avg=2.72\n",
            "[74 | 264.75] loss=2.03 avg=2.70\n",
            "======== SAMPLE 1 ========\n",
            "eno se quedó porque eso…\n",
            "Estábado muy piedra\n",
            "(no entrar están…)\n",
            "(Estábado muy piedra)\n",
            "que fue un mundo te abismo,\n",
            "pero estábado muy piedra….\n",
            "Y la voz…\n",
            "(no entrar están)\n",
            "(Estábado muy piedra)\n",
            "que fue un mundo te abismo,\n",
            "pero estábado muy piedra…\n",
            "\n",
            "Suella aves un desiracen luna\n",
            "y yo no volado en más…\n",
            "Estábado muy piedra porque eso…\n",
            "Estábado muy piedra…\n",
            "que fue un mundo te abismo,\n",
            "pero estábado muy piedra…\n",
            "Dame la verdura perdido…\n",
            "Estábado muy piedra porque eso…\n",
            "Estábado muy piedra…\n",
            "que fue un mundo te abismo,\n",
            "pero estábado muy piedra…\n",
            "Y la voz…\n",
            "(no entrar están)\n",
            "(Estábado muy piedra)\n",
            "ques luces quedó,\n",
            "pero estábado muy piedra…\n",
            "\n",
            "Volver de la voz\n",
            "(un espaldo, así, es la que el paso…\n",
            "solo canto, su entra pájaro…\n",
            "algo su alba, su olvido…\n",
            "quedó aquí…\n",
            "solo canto, su estrella…\n",
            "solo canto, su estrella…\n",
            "Volver de la voz…\n",
            "(un espaldo, así, es la que el paso…\n",
            "solo canto, su entra pájaro…\n",
            "algo su alba, su olvido…\n",
            "quedó aquí…\n",
            "solo canto, su estrella…\n",
            "solo canto, su estrella…\n",
            "Volver de la voz…\n",
            "(un espaldo, así, es la que el paso…\n",
            "solo canto, su entra pájaro…\n",
            "algo su alba, su olvido…\n",
            "quedó aquí…\n",
            "\n",
            "La vieja de las luces\n",
            "Descubre a su cielo,\n",
            "y no entrar,\n",
            "entreto ya no mi día…\n",
            "Descubre a su cielo,\n",
            "ya no entremecer…\n",
            "hablando el ángel,\n",
            "para en el nuevo…\n",
            "Sombras de este sol,\n",
            "tu moridos de sal…\n",
            "Descubre a su cielo,\n",
            "tu fuerte un cielo,\n",
            "quemarás en lugar…\n",
            "Descubre a su cielo,\n",
            "que suo cuerpo,\n",
            "todos o mires inospectros…\n",
            "Descubre a su cielo,\n",
            "y no entrar,\n",
            "entreto soñando…\n",
            "Descubre a su cielo,\n",
            "quemarás en lugar…\n",
            "Descubre a su cielo,\n",
            "que suo cuerpo todo…\n",
            "\n",
            "Dicen el cielo por ojos\n",
            "Cedar de sus cans\n",
            "La corazón es tan solo,\n",
            "en este mundo,\n",
            "de luz del tiempo.\n",
            "La vieja de los hombres,\n",
            "sin cielo alguna por su amor…\n",
            "Descubre a la paredes de su feroz del sol,\n",
            "en este mundo,\n",
            "de luz del tiempo.\n",
            "Y la vieja de las luces,\n",
            "en este mundo,\n",
            "de luz el cielo alguna otra frente…\n",
            "Descubre a la cielo por ojos,\n",
            "ya no encontrará,\n",
            "sin esa el nuevo es la paredes de su feroz del sol…\n",
            "Dicen el cielo por ojos,\n",
            "ya no encontrará,\n",
            "sin esa el nuevo es la paredes de su feroz del sol…\n",
            "Después de salire,\n",
            "cenozo el sol,\n",
            "es antídos como un nueva,\n",
            "a una luna vez…\n",
            "Descubre a la cielo,\n",
            "en este mundo,\n",
            "de luz del tiempo…\n",
            "Descubré a la cielo por ojos,\n",
            "ya no encontrará,\n",
            "sin esa el\n",
            "\n",
            "[76 | 278.96] loss=2.42 avg=2.69\n",
            "[78 | 281.49] loss=2.50 avg=2.68\n",
            "[80 | 284.01] loss=2.54 avg=2.68\n",
            "======== SAMPLE 1 ========\n",
            "…\n",
            "tendré a tu dolciere de luz,\n",
            "en la verdad del sol\n",
            "y en tu vientre,\n",
            "toda la vida de tu dolcé\n",
            "Y oi y tanta…\n",
            "tantalarte una dulce\n",
            "y no te te una vez.\n",
            "Hoy todo este muy un hombres…\n",
            "y oi que al sol vuelvo a pobre…\n",
            "yo se hoy me vuelven toda…\n",
            "Mensajes en el anochecer…\n",
            "y en el fin.\n",
            "Cuando es tu sal,\n",
            "no tengo quete a tu luz:\n",
            "y oi yo más,\n",
            "y tu cuerpo pájarme,\n",
            "cambiando todos que yo la paz…\n",
            "¿Cuando es tu sal,\n",
            "no te ve vea quemorá… ?\n",
            "\n",
            "Aguila de tí\n",
            "En a la piedra,\n",
            "te conocuré,\n",
            "por que yo un sopíme,\n",
            "pobre en la luz…\n",
            "a vida de tu dolciere de luz,\n",
            "en la verdad del sol…\n",
            "y en tu vientre,\n",
            "todo tu amor como en la brisa,\n",
            "y tu dolcan que ya no te de llevisa…\n",
            "Y oi yo que al sol sólo:\n",
            "solo con tu fin…\n",
            "con tu corazón,\n",
            "cuando al aves de toda la calle…\n",
            "Cuando se hizo,\n",
            "tu ser,\n",
            "todo tu cuerpo pájarme…\n",
            "que yo vada y\n",
            "porque y no hoy de rastros…\n",
            "Hoy este muy un hombres,\n",
            "ya puedo hacia a ver,\n",
            "como la vez,\n",
            "un bracera.\n",
            "Y oi yo que al sol sólo,\n",
            "con tu fin…\n",
            "con tu corazón,\n",
            "cuando al aves de toda la calle…\n",
            "Y oi yo que al sol sólo,\n",
            "(y así tí)como la vieja…\n",
            "\n",
            "(Volver – Todo tu quiero que tu túnel)\n",
            "\n",
            "La vez\n",
            "Suella luz,\n",
            "se nando la vida,\n",
            "me de mi cuerpo,\n",
            "su vez,\n",
            "los bolsillos,\n",
            "las agen de los ángeles.\n",
            "Tu cuerpo,\n",
            "su vez,\n",
            "los bolsillos,\n",
            "ya no puedo no te ayer,\n",
            "cuerpo,\n",
            "de la vez que vuelta es un aire,\n",
            "tengo y la vez…\n",
            "\n",
            "Alfíste a iluminar\n",
            "La maquilina a la verano\n",
            "Por que puedá volvín a la vida,\n",
            "la maquilina a la verano,\n",
            "como su que tu ser de quito aquí,\n",
            "una vida…\n",
            "\n",
            "Los flores de la luz\n",
            "Instrumental\n",
            "\n",
            "Vivión\n",
            "En el sol, vivión,\n",
            "migo al mar…\n",
            "su cancó como lo que a tu alma,\n",
            "si díme vivión y vivión…\n",
            "Y el sol…\n",
            "y quiero siento,\n",
            "y quiero siento…\n",
            "vivión…\n",
            "\n",
            "Visions\n",
            "Para tí\n",
            "Cuanto por la flor,\n",
            "que se fue…\n",
            "vivión,\n",
            "vivión….\n",
            "Vive a mi dulzor\n",
            "A solo tanto un gérante\n",
            "A tu noche,\n",
            "tu noche a tu piel\n",
            "a un amor\n",
            "y en la vida,\n",
            "tanto tanto un amor…\n",
            "Una vez,\n",
            "tu vos que están aquí…\n",
            "vivión,\n",
            "vivión,\n",
            "vióltimo…\n",
            "Vive a mi dulzor\n",
            "A solo tanto un gérante\n",
            "A tu noche,\n",
            "tu noche a tu piel…\n",
            "a un amor,\n",
            "y en la vida,\n",
            "tanto tanto un amor…\n",
            "\n",
            "La vez,\n",
            "la vez,\n",
            "cayando a la vida\n",
            "cayando a la vez…\n",
            "Vive a mi dulzor\n",
            "A solo tanto un gérante\n",
            "A tu noche,\n",
            "tu noche a tu piel….\n",
            "a un amor…\n",
            "y en la vida,\n",
            "tanto tanto un amor…..\n",
            "\n",
            "Cuento\n",
            "\n",
            "[82 | 298.59] loss=2.34 avg=2.67\n",
            "[84 | 301.12] loss=2.21 avg=2.66\n",
            "======== SAMPLE 1 ========\n",
            " m\n",
            "\n",
            "Hiragana del sol\n",
            "La solamente la piedra está,\n",
            "y todos tanto ya,\n",
            "en el bien me tiempo,\n",
            "en el bien me tiempo,\n",
            "al vez,\n",
            "porque es una música\n",
            "una música que tu mirada,\n",
            "y es que esta olvidado,\n",
            "un donde o paredes,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más\n",
            "tu mirada en el bien me tiempo,\n",
            "en el bien me tiempo,\n",
            "una música que tu mirada,\n",
            "un donde o paredes,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un paído más\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más\n",
            "que estará un puerto más\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "un donde o paredes,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "un donde o paredes,\n",
            "que estará un puerto más,\n",
            "que estará un puerto más,\n",
            "oh!\n",
            "que no hay es nadie tres ojos\n",
            "nadie, ah, no!\n",
            "y te dará tu corazón\n",
            "nadie, ah, oh!\n",
            "nadie, ah nadie, nadie luz, ah, nadie, ah nadie, ah, nadie, ah\n",
            "Ah. ah.\n",
            "y como no pasó\n",
            "ya se mirada,\n",
            "nadie, ah,\n",
            "No hay ni, ah, soñando\n",
            "ya es se en mi aire\n",
            "ya es se en mi aire\n",
            "ya es se en mi aire\n",
            "ya es se en mi aire\n",
            "\n",
            "No es mi boca está,\n",
            "un cuerpo\n",
            "no, ah, ah\n",
            "no, ah\n",
            "no hay pasa por mí así,\n",
            "nos de oscuridad\n",
            "ya es se en mi aire,\n",
            "ya es se en mi aire\n",
            "ya es se en mi aire\n",
            "\n",
            "Los Bijanes dujo que se fue\n",
            "yo se fue ya que no hay,\n",
            "yo se fue y me ni esperar\n",
            "ya no es me despara a ninguna\n",
            "ya no fue más,\n",
            "soñando así\n",
            "nos de a cuerpo\n",
            "no,\n",
            "ya no habrá su cuerpo.\n",
            "\n",
            "Como en un adiós y lo me hizo\n",
            "se puedes tiempo\n",
            "en un rayo\n",
            "quien me viento\n",
            "ya no es me despara\n",
            "no, no es me despara\n",
            "no se fue\n",
            "como de no se abién\n",
            "y esse más,\n",
            "nada quedarse…\n",
            "se puedes nena aquí\n",
            "no está\n",
            "no, nada quedarse…\n",
            "como de no se abién\n",
            "no me despara,\n",
            "no te hacer\n",
            "y es así\n",
            "ya no es me despara\n",
            "no, más no te hacer\n",
            "no está,\n",
            "no me en día\n",
            "se puedes nena aquí\n",
            "ya nada quedarse\n",
            "no está\n",
            "no te hacer\n",
            "y es así\n",
            "ya no es\n",
            "me despara que no\n",
            "se puedes nena aqui\n",
            "ya nada quedarse\n",
            "no está\n",
            "no te hacer\n",
            "y es así\n",
            "no está\n",
            "\n",
            "Ya no me sé atrapado es,\n",
            "a no estalas que no hay,\n",
            "a no esperan así\n",
            "no había, no hablar, no es,\n",
            "ya no es me viento\n",
            "ya no, no habrá su cuerpo\n",
            "no tengo me en dolor.\n",
            "Se han mi sombra un cerca\n",
            "ya no me se puede\n",
            "no, no te hacer.\n",
            "\n",
            "Bajo el Bajo al Fuego\n",
            "Instrumental\n",
            "\n",
            "H\n",
            "\n",
            "[86 | 315.27] loss=2.26 avg=2.64\n",
            "[88 | 317.81] loss=2.47 avg=2.64\n",
            "[90 | 320.35] loss=2.33 avg=2.63\n",
            "======== SAMPLE 1 ========\n",
            " �la del Norte,\n",
            "alguien a un árbol,\n",
            "en el állora,\n",
            "que tarde será para la vida,\n",
            "que la vida de luz\n",
            "(solo viento para la vida)\n",
            "Si tu puende vientres,\n",
            "ya se hoy el sol,\n",
            "quieren y al todo,\n",
            "solo a tu corazón\n",
            "la amor cuartió,\n",
            "dolce así,\n",
            "me quiero,\n",
            "solo quiero,\n",
            "(solo quiero)\n",
            "¿Vive un nuevo en el árbol,\n",
            "una bruma de una luz?\n",
            "vive un nuevo en el árbol,\n",
            "una bruma de una luz?\n",
            "\n",
            "Y a nd inane cuando todo,\n",
            "nocionel en espejo\n",
            "y solo en las mañanas\n",
            "y en la calle\n",
            "en la calle,\n",
            "yo se han las nubes\n",
            "y solo en las nubes\n",
            "y en la calle\n",
            "y en la calle\n",
            "y en la calle\n",
            "y en la calle\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Vive la nada ya\n",
            "y es que quieras siemmes tan solo\n",
            "en los manos\n",
            "¿Haldur como qué vín,\n",
            "la ventana eso?\n",
            "Que quiero tu esta flor\n",
            "vive la nada ya todo,\n",
            "si es que quieras siemmes tan nunca\n",
            "sueña\n",
            "y que no ves que no saben\n",
            "vive la nada ya\n",
            "sube selvas de luz siempre\n",
            "en las mañanas\n",
            "yo nunca estar es\n",
            "y es que quieras siemmes tan solo\n",
            "esque estoy alcanzame\n",
            "y si si no se detenido\n",
            "y si no se detenido\n",
            "y ni me després\n",
            "por la niebla.\n",
            "Subese hacia el desierto\n",
            "y porque será porque\n",
            "que se fue.\n",
            "¡Vive la nada ya!\n",
            "\n",
            "Búsculos de la sopa\n",
            "Búsculos del sí (Búsculos de la sopa: Lámán llegó)\n",
            "Aguá feliz\n",
            "Día lo piso\n",
            "Aguá feliz\n",
            "No sé que es la llora\n",
            "no sé el ocaso\n",
            "no sé llora\n",
            "no sé al ví\n",
            "no sé sin suenca quedán\n",
            "Búsculos día\n",
            "(Aguá feliz)\n",
            "No sé que sí una\n",
            "no años en sus luz!\n",
            "\n",
            "Deja vuelta\n",
            "Jugar un cielo\n",
            "Aguá feliz\n",
            "Oh, alas, alas!\n",
            "Y para cayó\n",
            "No hay un rayo,\n",
            "de tanto\n",
            "de tu alma…\n",
            "No hay un rayo\n",
            "no cierto que no sí…\n",
            "Oh, alas!\n",
            "Oh alas!\n",
            "Y por que las nombres\n",
            "de las palabras\n",
            "¿Vive la nada ya!\n",
            "\n",
            "La nada me recor\n",
            "Oh, alas, alas!\n",
            "Dulce día\n",
            "y algo\n",
            "No hay algun\n",
            "no hay mujer\n",
            "No hay un rayo\n",
            "no cierto que\n",
            "¡Yo!\n",
            "¿Vive la nada ya!\n",
            "Y el aí? No hay tu amor,\n",
            "que no hago\n",
            "que el abismo\n",
            "¡Oh!\n",
            "I see\n",
            "¡Búsculos !\n",
            "¡Búsculos!\n",
            "¡Búsculos !\n",
            "No hay cieló…\n",
            "¡Que va a pasando\n",
            "No hay cieló…\n",
            "¡Que va a pasando\n",
            "¡Que va a pasando\n",
            "¡Que va a pasando\n",
            "No hay cieló…\n",
            "¡Que va a pasando\n",
            "\n",
            "(Volver)\n",
            "\n",
            "La bocca no es un sueños\n",
            "Escape from the sea\n",
            "The sea is the\n",
            "heart\n",
            "for\n",
            "you\n",
            "Ya no vuelva la vida\n",
            "¿quién?\n",
            "¿quién?\n",
            "No hay es un rayo?\n",
            "No hay la llerca\n",
            "La bocca,\n",
            "se vuelva\n",
            "pazco el alma\n",
            "Escape from sea.\n",
            "No hay es un corazón\n",
            "No hay es tu amor\n",
            "(Volver)\n",
            "\n",
            "La fase a marcas\n",
            "La fase a marcas\n",
            "S\n",
            "\n",
            "[92 | 334.57] loss=2.35 avg=2.62\n",
            "[94 | 337.10] loss=2.08 avg=2.61\n",
            "======== SAMPLE 1 ========\n",
            ", piel!\n",
            "No puedo un color, para ya,\n",
            "por el ángel\n",
            "no hay lo desnudo\n",
            "no hay que una luz\n",
            "no hay lo de la mañana\n",
            "no hay que una luz\n",
            "Y hay mi mano,\n",
            "las horas no tengo se borro..\n",
            "no hay puedo su encontrar\n",
            "no hay que una luz\n",
            "No hay que el espejana\n",
            "no hay que una luz.\n",
            "\n",
            "Como este cielo\n",
            "Dame tu amor,\n",
            "ya te cielo,\n",
            "de toda la tarde.\n",
            "\n",
            "No te escapan a la sé que tu mi piel\n",
            "Dame tu amor,\n",
            "ya te ves,\n",
            "de tu muerte,\n",
            "siento ya muerte.\n",
            "Dame tu amor,\n",
            "ya te ves,\n",
            "en toca la tarde.\n",
            "Yo te todo,\n",
            "te aire un instante de tu amor.\n",
            "\n",
            "Con suerte todo\n",
            "Un borro de tu maldad,\n",
            "que se pueda que escaparlos,\n",
            "su corazón,\n",
            "ya no tiene quien.\n",
            "De tu hablola,\n",
            "cayó por la cruz\n",
            "como una pared,\n",
            "me huelle a lo cae,\n",
            "no es una pared,\n",
            "sueve al fin,\n",
            "y tu amor,\n",
            "toy cargó.\n",
            "\n",
            "Al juez el ángel\n",
            "Al que no serás,\n",
            "el ala viento esta…\n",
            "y no me diga de todo\n",
            "yo ya no hay que bajo la luna\n",
            "al que será,\n",
            "solo ya no hay que bajo la luna.\n",
            "Y a la verdad,\n",
            "al que será,\n",
            "en que ya no lleve\n",
            "nada en mi amor,\n",
            "y esta lo deja…\n",
            "me huelle a lo cae\n",
            "no es una pared,\n",
            "sueve al fin y tu amor,\n",
            "y esta lo deja.\n",
            "\n",
            "Adentro el sol\n",
            "Ya espejana,\n",
            "las poches entrar lo que el viento,\n",
            "que estoy tan sola…\n",
            "y espero,\n",
            "en espejana…\n",
            "y mejaste,\n",
            "como una hombre…\n",
            "y esperando,\n",
            "mejaste…\n",
            "y mejaste,\n",
            "mira…\n",
            "El sol,\n",
            "¿y quema lleva el sol?\n",
            "¿y al mundo,\n",
            "esperando ya no cayó?\n",
            "que a ver todo,\n",
            "que a ver la esperidad…\n",
            "y no hay es,\n",
            "o si mi vida sin o piel…\n",
            "Ya espejana,\n",
            "las poches entrar lo que el viento,\n",
            "que estoy tan sola…\n",
            "y espero,\n",
            "en espejana…\n",
            "y mejaste,\n",
            "como una hombre…\n",
            "y esperando,\n",
            "mejaste…\n",
            "y mejaste,\n",
            "mira…\n",
            "\n",
            "La piedad\n",
            "La vez,\n",
            "si voz en la piedad,\n",
            "al quiso todo el mar…\n",
            "y no hay sin no hay sin no hay…\n",
            "y queda en la que con mí…\n",
            "al que todo feliz,\n",
            "es que tu amor,\n",
            "tu amor lo que pensaba…\n",
            "Ya veo la vez,\n",
            "si una vez,\n",
            "la piedad se escucho…\n",
            "y no hay con tu amor…\n",
            "y queda en la que con mí…\n",
            "\n",
            "Pieda alma\n",
            "¿desu frentse fue una verdad\n",
            "Y va,\n",
            "pieda alma,\n",
            "sueves una verdad…\n",
            "todo una pieda alma…\n",
            "en mi cielo,\n",
            "tan hacia el cielo…\n",
            "Y va,\n",
            "pieda alma,\n",
            "sueves una verdad…\n",
            "todo una pieda alma…\n",
            "en mi cielo,\n",
            "tan hacia el cielo…\n",
            "Y sé que el dios,\n",
            "mira el ojo de tú…\n",
            "y ya no puedes,\n",
            "ya no es así,\n",
            "mi vida sin o piel…\n",
            "y sé que el dios,\n",
            "corrío que todo ya no todo,\n",
            "solo al fin…\n",
            "Pieda alma,\n",
            "sueves una verdad…\n",
            "\n",
            "\n",
            "[96 | 351.23] loss=2.47 avg=2.60\n",
            "[98 | 353.75] loss=2.10 avg=2.59\n",
            "[100 | 356.27] loss=2.01 avg=2.58\n",
            "======== SAMPLE 1 ========\n",
            ", a human rights defender, is an animal abuser.\n",
            "Ano has not only lost her life, she has sent a personal vendetta to every living thing in the world.\n",
            "In the past, her voice has been so powerful, so beautiful, so deep, so much more…\n",
            "Canine love, canines, don't flin.\n",
            "And a human human…\n",
            "Has a lot of things, and cares a lot more about who he is than with who he is,\n",
            "Much love, love, love\n",
            "Since,\n",
            "In the last days,\n",
            "They call me…\n",
            "I was a man,\n",
            "but I am the same…\n",
            "Since,\n",
            "In the last days,\n",
            "They call me…\n",
            "I am a man…\n",
            "No, no, no, no…\n",
            "\n",
            "\n",
            "(V)RUJAMA\n",
            "\n",
            "Nocturno\n",
            "Terragonismo . . .\n",
            "\n",
            "Vengan de la ciudad\n",
            "Siglos tan cerrado . . .\n",
            "todo los manos días por un pocas,\n",
            "en un rayo de la noche,\n",
            "ya pasó…\n",
            "que aparece,\n",
            "la oscuridad…\n",
            "Terragonismo…\n",
            "\n",
            "Ansiado, mirar,\n",
            "vido de lluvia\n",
            "(Almirante, mirar)\n",
            "para luz…\n",
            "nena…\n",
            "Vido de lluvia,\n",
            "(Almirante) mirar…\n",
            "vido de lluvia,\n",
            "(Almirante)\n",
            "para luz….\n",
            "nena atlas…\n",
            "sé que pueda,\n",
            "que fue bien,\n",
            "todo los manos días,\n",
            "por el estrella,\n",
            "para luz.\n",
            "Vido,\n",
            "(Almirante) mirar…\n",
            "vido de lluvia,\n",
            "(Almirante)\n",
            "para luz….\n",
            "nena atlas…\n",
            "sé que pueda,\n",
            "que fue bien,\n",
            "todo los manos días,\n",
            "presa la luz…\n",
            "\n",
            "Quien,\n",
            "quien me coriz…\n",
            "quien te cambiaras aquí,\n",
            "solo te conocías…\n",
            "quien te amiga de tí,\n",
            "que te vuelta en tí…\n",
            "y va a ver…\n",
            "y va a ver…\n",
            "Y si si la universo,\n",
            "que se vuelo te voy.\n",
            "y va a ver…\n",
            "y va a ver…\n",
            "No te busques,\n",
            "en tus ojos,\n",
            "te voy a morir…\n",
            "y ya es que no acaso,\n",
            "quiero que no ser la mal…\n",
            "Donde este cielo,\n",
            "al despertar y estos te comimos…\n",
            "y yo ya no veo saldrá…\n",
            "sin tiempo,\n",
            "si es tan solo en tus ojos…\n",
            "tus ojos en tus ojos…\n",
            "quiero que no ser la mal…\n",
            "y que te vuelta en tí..\n",
            "y va a ver…\n",
            "y va a ver…\n",
            "\n",
            "Tibias de mi boca\n",
            "Un tibio,\n",
            "nena,\n",
            "de mi boca…\n",
            "nena de mi boca…\n",
            "tibias de mi boca…\n",
            "tibias de mi boca…\n",
            "Tobias de mi boca…\n",
            "Un boca,\n",
            "mientras,\n",
            "siempre aquí…\n",
            "no sabes a tu jardin,\n",
            "comprendí…\n",
            "Y tibia lajas,\n",
            "siempre que hables es,\n",
            "la sombra a las puertas,\n",
            "nena de mi boca…\n",
            "Tibias de mi boca…\n",
            "Tobias de mi boca…\n",
            "Tobias de mi boca,\n",
            "tibias de mi boca…\n",
            "¿días estés es que se vuela?\n",
            "¿de un tiempo?\n",
            "\n",
            "No te bien,\n",
            "no te quebrará…\n",
            "me riembra,\n",
            "no veo…\n",
            "yo quera noche,\n",
            "quiere estaciendo el año…\n",
            "¿quien yo que mirar,\n",
            "que estaré?\n",
            "(Ojos)\n",
            "\n",
            "Por qué días esas,\n",
            "se abre parañeras…\n",
            "porque qué día,\n",
            "que será,\n",
            "que será…\n",
            "¿y que espera que se abriré?\n",
            "Ella vez,\n",
            "se dulce de la verdad…\n",
            "en la rosa,\n",
            "se dulce viento…\n",
            "poca de ritó…\n",
            "La verdad,\n",
            "la\n",
            "\n",
            "[102 | 370.34] loss=2.22 avg=2.57\n",
            "[104 | 372.86] loss=2.31 avg=2.56\n",
            "======== SAMPLE 1 ========\n",
            "?\n",
            "ya,\n",
            "lo pasado el verano…\n",
            "y si no escriba en el cuerpo…\n",
            "y así con el mar…\n",
            "\n",
            "Futuros\n",
            "Inmovación\n",
            "Duerme entra cabeza a tu vida,\n",
            "algunos así,\n",
            "sí que canto alguna…\n",
            "y no hacer en la ventana,\n",
            "en los azul,\n",
            "desenvolverás.\n",
            "Este que estoy de la esperanza a tu hiaferno,\n",
            "en el hombre,\n",
            "que parecer así.\n",
            "Hoy que parece tí,\n",
            "te voy a vuelvas,\n",
            "a ser la cruz…\n",
            "y que veo,\n",
            "te voy a ser a cruz…\n",
            "Hoy que parece tí,\n",
            "te voy a ser a cruz\n",
            "\n",
            "Tu vida el sol\n",
            "Tu cuerpo,\n",
            "cuando aquí en la distancia,\n",
            "y en la noche,\n",
            "ya no esperan…\n",
            "mi te busca en mí,\n",
            "todo hablan la vida,\n",
            "dicen que te día,\n",
            "de te busca,\n",
            "te busca así…\n",
            "Solo te voy el sol,\n",
            "y el más de las horas,\n",
            "por tí,\n",
            "y en la distancia,\n",
            "hacia el horizon,\n",
            "te busca,\n",
            "tu dolor al más…\n",
            "\n",
            "Bath and pier\n",
            "Abríste de luces que lo barco,\n",
            "me encontraró,\n",
            "desnuda luz.\n",
            "me encontraró,\n",
            "de los ángeles se abren aquí…\n",
            "Ya solo el de tu colina del ángel,\n",
            "te enfermedan en cuatro,\n",
            "en la rosa no esto…\n",
            "Y el espejo aquí,\n",
            "y solo y espejo así,\n",
            "por un cuerpo del sol sin fin,\n",
            "los incomitados con tus ojos…\n",
            "¡oh!\n",
            "Y en la tierra!\n",
            "mi corazón los oligos,\n",
            "en tu dolor al más…\n",
            "Yo solo quiere en la oscuridad…\n",
            "yo quiere en la oscuridad…\n",
            "Y en la tierra!\n",
            "mi corazón los oligos,\n",
            "en tu dolor al más…\n",
            "Yo solo quiere en la oscuridad…\n",
            "yo quiere en la oscuridad…\n",
            "\n",
            "Oíste de la llover\n",
            "El mar cielo,\n",
            "para cuerpo la música,\n",
            "ya no sopla a tu amor,\n",
            "por hoy ya no sabe pasa,\n",
            "y como lo que mueven,\n",
            "y me habrá en un corazón,\n",
            "por un vivendi que habrá.\n",
            "No se han dar,\n",
            "nena más cosa y amor,\n",
            "solo aquí,\n",
            "quieren hacia hace.\n",
            "Y si me hace,\n",
            "ya no te dirá…\n",
            "quieren hacia hace.\n",
            "Bailando a la lugar…\n",
            "no tengo mueve todo en tus ojos…\n",
            "y yo solo,\n",
            "y sigue y mueve…\n",
            "hay un nuevo hielo,\n",
            "ya alguien en un guín…\n",
            "Y a la muerte,\n",
            "ya no te ve…\n",
            "en tus manos,\n",
            "y solo así,\n",
            "con mi cuerpo…\n",
            "en tus manos…\n",
            "Lunena,\n",
            "la lumbago que hacer,\n",
            "y ya no cerró…\n",
            "y ya no entre las mareas…\n",
            "La vez,\n",
            "las universoz,\n",
            "hacia vez.\n",
            "Y si el mundo tarde,\n",
            "me solo hay,\n",
            "despierte…\n",
            "la mujer,\n",
            "y me piel.\n",
            "Si tu sombra,\n",
            "nada ayer…\n",
            "por el día…\n",
            "por cuerpos…\n",
            "La vez,\n",
            "la vez que,\n",
            "no tengo…\n",
            "y mueve….\n",
            "ya no te ve…\n",
            "en tus manos…\n",
            "y solo asís…\n",
            "el mundo tarde,\n",
            "me piel.\n",
            "Y dejaron mi cuerpo,\n",
            "por su bía…\n",
            "pero no esperar…\n",
            "Por pared,\n",
            "ya no sabe más siempre…\n",
            "y la luz,\n",
            "y el mundo tarde,\n",
            "me piel.\n",
            "Ovido más\n",
            "\n",
            "[106 | 386.69] loss=2.22 avg=2.55\n",
            "[108 | 389.20] loss=2.04 avg=2.54\n",
            "[110 | 391.71] loss=2.18 avg=2.53\n",
            "======== SAMPLE 1 ========\n",
            "\n",
            "\n",
            "Wynde:\n",
            "De la fibragsa,\n",
            "vino como me cambiarame\n",
            "y luz en la luz,\n",
            "(solo)\n",
            "todo te vas con el sol\n",
            "ya no sabrá nunca!\n",
            "La luz es el muro,\n",
            "todo te vas con el sol.\n",
            "Vos la muro sin alma,\n",
            "cada un amor,\n",
            "mientras a mí…\n",
            "que nunca la sombra el día,\n",
            "(mira de la luz)\n",
            "(ya no sabrá nunca)\n",
            "la vieja sin mover,\n",
            "mientras a mí…\n",
            "\n",
            "Tira ni manos\n",
            "Inácó parte para el ángel,\n",
            "te vas, te vas,\n",
            "canta a mí,\n",
            "y como tira ni manos.\n",
            "Aunque se va a tira,\n",
            "vas a tira.\n",
            "tira ni manos te lleno con su aire,\n",
            "al salá que se va a tira.\n",
            "Tira ni manos,\n",
            "te vas a tira.\n",
            "\n",
            "Ella inuyanza el sol de su cuerpo\n",
            "Ana no sabe o nada,\n",
            "sobre este mundo…\n",
            "se escucha a tu amor,\n",
            "en el amanecer…\n",
            "vino es una luz,\n",
            "la razón…\n",
            "la luz es la traslada,\n",
            "la razón…\n",
            "\n",
            "Cemente en tí para lí\n",
            "De universo sé si quede mi vida,\n",
            "el cielo en tí para lí,\n",
            "todo se fue tu amor,\n",
            "quiero vino es una luz…\n",
            "vino es una luz,\n",
            "la razón…\n",
            "la razón…\n",
            "\n",
            "Cemente en tí para lí\n",
            "Ela a la espalda,\n",
            "donde la luz a mí…\n",
            "solo tengo sin darle a mi vida…\n",
            "quiero vino es una luz,\n",
            "a mí…\n",
            "Vos solo vos, son él sol,\n",
            "donde la luz,\n",
            "siempre así a mi vida…\n",
            "\n",
            "Abrítema\n",
            "Solo se va,\n",
            "tanta luchan,\n",
            "la leyse a un instante,\n",
            "que mañana,\n",
            "dont worry,\n",
            "ya llega a un mundo…\n",
            "cómo sigo y un ville…\n",
            "y a las mañana…\n",
            "y la luna leyse,\n",
            "ya la luna…\n",
            "ya llega a un mundo…\n",
            "y cómo sigo y un ville…\n",
            "y a las mañana…\n",
            "hasta cómo que el viento…\n",
            "Y a mis ojos,\n",
            "que me dejó así,\n",
            "quieso escapar…\n",
            "poble a tu piel,\n",
            "ya sin embargo…\n",
            "para quiebro las sombras…\n",
            "todo se puede de poche…\n",
            "a una columbia…\n",
            "solo es una luz,\n",
            "la luz…\n",
            "va cerrado,\n",
            "la lucharía…\n",
            "vose de mis luz…\n",
            "con este mundo…\n",
            "\n",
            "Te darás luna,\n",
            "de todas las ruinas\n",
            "te darás luna,\n",
            "de todas las ruinas…\n",
            "con el sol,\n",
            "se aparece ya…\n",
            "y como esto la salle aquí…\n",
            "y aunque te espera,\n",
            "pensándote…\n",
            "la columbia,\n",
            "es el fin…\n",
            "se aparece ya…\n",
            "y como esto la salle aquí…\n",
            "y aunque se aparece,\n",
            "la columbia,\n",
            "es el fin…\n",
            "Abrítema, que no me partiré…\n",
            "te darás luna,\n",
            "de todas las ruinas…\n",
            "con el sol,\n",
            "se aparece ya…\n",
            "y como esto la salle aquí…\n",
            "y aunque te espera,\n",
            "pensándote…\n",
            "la columbia,\n",
            "es el fin…\n",
            "(siempre)\n",
            "se aparece ya… y como esto la salle aquí…\n",
            "y aunque se aparece …\n",
            "la columbia,\n",
            "es el fin…\n",
            "Abrítema que no me partiré,\n",
            "te cambiarás,\n",
            "te mírga que mi piel…\n",
            "y com\n",
            "\n",
            "[112 | 405.95] loss=2.21 avg=2.53\n",
            "[114 | 408.47] loss=2.15 avg=2.52\n",
            "======== SAMPLE 1 ========\n",
            "\n",
            "\n",
            "Vespan oscuridad y algo más\n",
            "Por las hojas también,\n",
            "hasta piel y sangria;\n",
            "con la vida que no se esperando la cruzarita…\n",
            "¡Oh!\n",
            "¡Oh!\n",
            "¡Oh!\n",
            "\n",
            "No dice\n",
            "¡de pasó…\n",
            "hasta quiero bajo luz\n",
            "como el dolor…\n",
            "nube que se abren\n",
            "y su vivir las bolsas\n",
            "sin un enorme por sus pies\n",
            "nube que se abren\n",
            "y su vivir las bolsas\n",
            "sin un enorme por sus pies\n",
            "\n",
            "Vientoso de todos sin nadie…\n",
            "pues yo no esperan que,\n",
            "que aparecé,\n",
            "que se voy\n",
            "¿quén…\n",
            "¡Oh!\n",
            "¿Oh!\n",
            "¡Oh!\n",
            "todo nunca es,\n",
            "espera tu alma\n",
            "espera un hombre\n",
            "que lo dice\n",
            "sin el fin\n",
            "en el hombre\n",
            "¿quén?¿\n",
            "en el hombre\n",
            "todo nunca es para miedo…\n",
            "\n",
            "Nunca esperan\n",
            "¡no!\n",
            "No es un poder\n",
            "esperando por tí también\n",
            "¡oh!\n",
            "Nunca esperan sabe,\n",
            "sin saben todos se pudra\n",
            "de un hombre por aquel\n",
            "nunca esperan\n",
            "¡no!\n",
            "No es un poder\n",
            "esperando por tí también\n",
            "si no es un poder\n",
            "esperando por tí también\n",
            "nunca esperan\n",
            "\n",
            "Tengo el tengo\n",
            "Es esta ese una ilumina,\n",
            "es ese un alba\n",
            "y esto que esta tu amor,\n",
            "yo quedar a su fuerte.\n",
            "Es eso solo es siempre…\n",
            "en el espere,\n",
            "y el ensoz,\n",
            "quedar un quiero…\n",
            "Es que se abrazún,\n",
            "que esa en el mar…\n",
            "como un sueño…\n",
            "(en el sueño)\n",
            "Es que hacia olvido…\n",
            "¡Y!\n",
            "Es que vueles dando en eso,\n",
            "que es la ventana,\n",
            "y es que a la colina,\n",
            "¡oh!\n",
            "¡Oh!\n",
            "¡¿O y lo haceme\n",
            "¡es la revista\n",
            "¡es que hay cuerpo…\n",
            "y en el valle…\n",
            "Es que esta el viento,\n",
            "no es una lugar en tí,\n",
            "nunca esperan…\n",
            "Es esta el viento,\n",
            "no es una lugar en tí…\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Es de nena\n",
            "Es de nena,\n",
            "en la viento (no es así,\n",
            "y lo haceme,\n",
            "no haceme hay círpieo…)\n",
            "yo no escriben\n",
            "solo es tu cuerpo,\n",
            "de nena que es amar…\n",
            "(nena, ni espera)\n",
            "sin el sol,\n",
            "que ya no pasarme…\n",
            "Es de nena a la vez,\n",
            "caminar\n",
            "me oí,\n",
            "de la dardence…\n",
            "es de nena,\n",
            "sin el sol…\n",
            "Es de nena,\n",
            "de la vez…\n",
            "sin el sol…\n",
            "Es de nena,\n",
            "sin silla con el dolor.\n",
            "Es de nena,\n",
            "sin desolado el duranto sobre…\n",
            "Es de algo tuyo un tren…\n",
            "¿no esté vivientes?\n",
            "¿vivientes no lloras?\n",
            "Es de nena,\n",
            "sin las nubes tibieces,\n",
            "que es un rayo del aire…\n",
            "Es de nena,\n",
            "sin el dolor ceniz…\n",
            "Es de nena,\n",
            "esa en el rayo,\n",
            "totando el sol…\n",
            "Es de algo tuyo un tren,\n",
            "¿no esté vendrá?\n",
            "¿vivientes no lloras?\n",
            "\n",
            "En la nena de tenerme\n",
            "En la nena de tenerme,\n",
            "el cielo a tibo,\n",
            "de tanto que se marcha las nena…\n",
            "¿no esté vivientes?\n",
            "‿no esté vivientes?‿\n",
            "¿no esté vivientes?\n",
            "¿nunca de tu voz,\n",
            "\n",
            "[116 | 422.25] loss=2.45 avg=2.52\n",
            "[118 | 424.76] loss=2.01 avg=2.50\n",
            "[120 | 427.27] loss=2.10 avg=2.49\n",
            "======== SAMPLE 1 ========\n",
            " arena,\n",
            "con la luz volverá…\n",
            "Hoy en el viento no se fue,\n",
            "algo vez más…\n",
            "a vez llego en el viento…\n",
            "pobre toda cuentarte\n",
            "quiere está quedó,\n",
            "que descansa el viento…\n",
            "hoy en el viento no tengo…\n",
            "con la luz volverá…\n",
            "Sobre tren ya no pasan,\n",
            "nena no pasan,\n",
            "hoy en el viento no se fue más…\n",
            "a vez más…\n",
            "a vez llego en el viento…\n",
            "pobre toda cuentarte\n",
            "quiere está… quedó…\n",
            "que descansa el viento…\n",
            "hoy en el viento no tengo…\n",
            "con la luz volverá . . .\n",
            "\n",
            "Tengo un momento (Tengo un momento)\n",
            "El final al mí,\n",
            "me habrá es el viento…\n",
            "me habrá es el viento…\n",
            "nena no pasan en el caro…\n",
            "tengo un momento,\n",
            "un momento…\n",
            "díme al mí…\n",
            "de la eternidad.\n",
            "tengo un momento nena\n",
            "en la esperanza…\n",
            "al que es nombre…\n",
            "y el carota eternidad…\n",
            "por el final al mí…\n",
            "tengo un momento,\n",
            "del ángel nena…\n",
            "tengo un momento nena.\n",
            "más un instante, con el viento…\n",
            "del ángel,\n",
            "te pájaro que no me puedes…\n",
            "donde la luz que ya no acaso…\n",
            "más un instante, con el viento…\n",
            "del ángel,\n",
            "te pájaro que no me puedes…\n",
            "donde la luz que ya no acaso…\n",
            "más un instante más, para me puedes…\n",
            "como el viento no es más…\n",
            "del ángel,\n",
            "te pájaro que no me puedes…\n",
            "hay un momento…\n",
            "y un momento…\n",
            "déjame a ver,\n",
            "ya no sé si el momento…\n",
            "toma un momento,\n",
            "del ángel más…\n",
            "un instante con el viento…\n",
            "del ángel,\n",
            "te pájaro que no me puedes…\n",
            "Déjame a ver,\n",
            "ya no sé si el momento…\n",
            "más un instante, con el viento…\n",
            "del ángel a tu alma,\n",
            "te pájaro que no me puedes …\n",
            "donde la luz que ya no acaso…\n",
            "más un instante más, para me puedes…\n",
            "como el viento no es más…\n",
            "del ángel más…\n",
            "del ángel,\n",
            "te pájaro que no puedes…\n",
            "\n",
            "Bosnia\n",
            "Tristenco no te suerte (Al bosnia)\n",
            "Abrídida,\n",
            "aunque una vez,\n",
            "en espera una vez,\n",
            "en el bosque el agua,\n",
            "a manoete la espalda del cielo,\n",
            "(ni veo se pido)\n",
            "tristenco hasta el bosque tu amor,\n",
            "tu carne en esperanza…\n",
            "a vez tristenco hasta el bosque tu amor,\n",
            "tu carne en esperanza…\n",
            "Hoy un instante, con la luz,\n",
            "que todo todo,\n",
            "que la esquina de su ojo…\n",
            "hoy el que lo que vayas que sé,\n",
            "siempre la luz,\n",
            "tu vuelbo tristenco hasta el bosque tu amor,\n",
            "tu carne en esperanza…\n",
            "Abrídida,\n",
            "aunque una vez,\n",
            "mi luego,\n",
            "en espera una vez,\n",
            "en el bosque el agua,\n",
            "a manoete la espalda del cielo,\n",
            "(ni veo se pido)\n",
            "tristenco hasta el bosque tu amor,\n",
            "tu carne en esperanza…\n",
            "ah más tristenco hasta el bosque tu amor,\n",
            "tu carne en esperanza…\n",
            "Abrídida,\n",
            "aunque una vez\n",
            "\n",
            "[122 | 441.96] loss=1.91 avg=2.48\n",
            "[124 | 444.47] loss=1.95 avg=2.47\n",
            "======== SAMPLE 1 ========\n",
            "í da un barril,\n",
            "es esta nube de tu vida,\n",
            "es esta nube de tu vida,\n",
            "Tu vuelo,\n",
            "que esperar,\n",
            "ven a tiempo,\n",
            "y enseguirá,\n",
            "su cál luventa en su foto de tu alma,\n",
            "se nadie me digará,\n",
            "y el querer ven asenard,\n",
            "cayando un tregaron a llegar…\n",
            "(de vos tarde las manos)\n",
            "Tu vuelo solo,\n",
            "que esperar,\n",
            "ven a tiempo,\n",
            "y enseguirá,\n",
            "su cál luventa en su foto de tu alma,\n",
            "se nadie me digará,\n",
            "y el querer ven asenard,\n",
            "cayando un santo en su foto de tu alma\n",
            "dese el sol que se nadie amiga\n",
            "(hay un jardín cada verdad)\n",
            "yo solo sé por que amor amar\n",
            "te ni al aguas el mundo,\n",
            "y yo solo sabré comerás tan solo cuerpando,\n",
            "(y los guiannas se llevó cayó)\n",
            "tu vuelo solo muy cabeza cuarto más\n",
            "y está con tu alma…\n",
            "Duelos de jaguas (hijos del canto)\n",
            "De la soltión del mar del Sur\n",
            "Cielo de tus manos\n",
            "y así como un amor,\n",
            "donde no hay amor,\n",
            "que es cuatro juntas,\n",
            "y aquí yo esperan\n",
            "solo que el amaneció que se sienta,\n",
            "y la soledad está,\n",
            "si tiempo por los solos,\n",
            "de al cielo de tus manos.\n",
            "\n",
            "Bajan (bajan)\n",
            "(Volver)\n",
            "\n",
            "Bajan (bajan)\n",
            "(Volver)\n",
            "\n",
            "Ligero que no vuelvo es verdad\n",
            "alguna con las maquillas\n",
            "de tu corazón\n",
            "de amor de tu calor\n",
            "cuando solo tu canción.\n",
            "El tibias de lluvia es tu sonrisa.\n",
            "no esperan,\n",
            "ni tu cosa que habrá.\n",
            "\n",
            "Solo tú el fin desaflores\n",
            "que tus pobres esperan\n",
            "que pueda ver.\n",
            "Tu dulzor,\n",
            "de los días al nardo,\n",
            "de árbol se habrá con el fin al fin.\n",
            "Cuando al fin,\n",
            "de los días al nardo de árbol se han nacer\n",
            "que esperan.\n",
            "Todo tus ebras que un almodar,\n",
            "y el mar qué por el sol.\n",
            "Con este aire,\n",
            "tu lado que se escucha a dar un amor.\n",
            "Quiero no tengo miedo,\n",
            "se ve todo puedo tiempo que tu amor,\n",
            "yo se ha dejarme tiempo,\n",
            "y quemaré,\n",
            "y esta cuestiene a un cielo de luz.\n",
            "Ya que ver que te cae,\n",
            "con el fin de los días al nardo en buscas.\n",
            "Todas está ver,\n",
            "de este mundo,\n",
            "que se han las párisas.\n",
            "de lluvia,\n",
            "de ahora,\n",
            "de árbol se habrá con el fin al fin.\n",
            "Cuando al fin,\n",
            "de los días al nardo van de árbol se han nacer.\n",
            "que esperan.\n",
            "\n",
            "Púrpura lata\n",
            "Cuando todo por tu calor y tu amor.\n",
            "y así pasa cayó,\n",
            "te hablar en un tiempo estuve de está.\n",
            "cuando todo quien,\n",
            "hay una manera,\n",
            "con el fin,\n",
            "no entiende cama pasa.\n",
            "La mirada en mí,\n",
            "es que amar,\n",
            "de lluvia están.\n",
            "Cuando todo quien,\n",
            "y consucien el fin.\n",
            "Cuando todo quien, y toto el tiempo estuve de está.\n",
            "Tu amor,\n",
            "de tu mente ocupa,\n",
            "y cuando fue esperando más…\n",
            "\n",
            "Sigui como se vuelvo a dulzor\n",
            "Si muy bueno,\n",
            "\n",
            "\n",
            "[126 | 458.85] loss=2.15 avg=2.46\n",
            "[128 | 461.39] loss=1.90 avg=2.45\n",
            "[130 | 463.92] loss=2.01 avg=2.44\n",
            "======== SAMPLE 1 ========\n",
            "\n",
            "\n",
            "Et tu dulzor sin sola, dejará una vida\n",
            "ya no sé,\n",
            "no sé me,\n",
            "no sé nos te gusto\n",
            "Y el mundo de un día,\n",
            "quiero el dolor algo\n",
            "sin embargo del sol,\n",
            "la pájaro a mi vida\n",
            "de un piel,\n",
            "donde todo estar…\n",
            "Pero luz,\n",
            "hasta el sol se en la luna\n",
            "no hablo,\n",
            "lo tiempo se esconderado\n",
            "y con la verdad,\n",
            "porque no te sintó\n",
            "el cielo,\n",
            "hasta el día,\n",
            "que no es tienes\n",
            "no llegas a lo que me llora\n",
            "esperando,\n",
            "las lomas se gura a mi mirar\n",
            "siempre,\n",
            "ya no había,\n",
            "hasta en busco, si\n",
            "no habrán,\n",
            "con le dijos de todos\n",
            "y solo se fue\n",
            "donde mi amor,\n",
            "no entiendo se percultes\n",
            "es tan salven,\n",
            "desde todo lo mismo,\n",
            "se hizo la verdad\n",
            "yo no se hará aquí\n",
            "es que todo todo,\n",
            "sustaná por que otra siempre\n",
            "Sicociso sin día en la ciudad,\n",
            "porque no sabe y no se abren…\n",
            "Si no seguirá se llega un sueño\n",
            "y siempre…\n",
            "tanto las cosas, tus cuerpos,\n",
            "estoy esperan…\n",
            "sin embargo lo que te corren mi vida…\n",
            "sin embargo un poco…\n",
            "(pero el mundo de un día, pero)\n",
            "\n",
            "Cielo de mi amor\n",
            "Si no sé, si no es amor ni me hasta no sé.\n",
            "Y en la luz que hay un final, enloquecer tus ojos…\n",
            "no te gusto, no es hombre…\n",
            "Y me pregunto, si no sostiende una mujer…\n",
            "como una ciudad,\n",
            "es una luz y es lo que me hasta no sé.\n",
            "\n",
            "Sugarcane días\n",
            "Ansugar,\n",
            "sigui,\n",
            "salsa es la nada…\n",
            "cuerpos a un momento,\n",
            "lo que al mar…\n",
            "luego de un hizo,\n",
            "los tiempos,\n",
            "sigui…\n",
            "salsa,\n",
            "es un aún sal…\n",
            "Habla el agua y se fue,\n",
            "luego en los amos,\n",
            "los sueños que cambiar,\n",
            "una vez que a pasar…\n",
            "Aunque el tren…\n",
            "pues se vuelle cenizas,\n",
            "solo que se fue en la nada…\n",
            "solo vuelve hacia la tierra,\n",
            "se vuelle cenizas cambiar,\n",
            "una vez que a pasar…\n",
            "Habla el agua y se fue,\n",
            "le dió un mismo sigue en la nación…\n",
            "solo que se fue en la nada…\n",
            "solo vuelve hacia la tierra,\n",
            "se vuelle cenizas cambiar,\n",
            "una vez que a pasar…\n",
            "\n",
            "Una peleria flota\n",
            "Una turecia,\n",
            "que no se lamento cambiar.\n",
            "\n",
            "Sí, sabes,\n",
            "te voy a ser estamos…\n",
            "es la razón y algo mirar en tanto.\n",
            "es la razón es que nunca estar.\n",
            "Una turecia,\n",
            "que no se lamento cambiar.\n",
            "Una turecia,\n",
            "que es que nunca estar.\n",
            "\n",
            "Ritual\n",
            "De la ciudad se fue,\n",
            "sabes así,\n",
            "y algo la resplandor,\n",
            "y las ciudad,\n",
            "sabes por la sombra…\n",
            "Y algo la resplandor,\n",
            "y las ciudad,\n",
            "sabes por la sombra…\n",
            "Una bola al despertar,\n",
            "sabes mi canto de la tarde,\n",
            "y la sala marcado,\n",
            "una bola al despertar,\n",
            "sabes mi canto de la tarde…\n",
            "Y algo la resplandor,\n",
            "y las ciudad,\n",
            "sabes por la sombra…\n",
            "Y algo la resplandor,\n",
            "y las ciudad,\n",
            "\n",
            "\n",
            "[132 | 477.78] loss=2.19 avg=2.44\n",
            "[134 | 480.29] loss=1.98 avg=2.43\n",
            "======== SAMPLE 1 ========\n",
            "á que no hay que me lleve\n",
            "hace a vuelvo,\n",
            "que habrá que no hay que me lleve\n",
            "tanto más tengas\n",
            "caminan una carne de borde\n",
            "caminan una carne de borde\n",
            "No, o regresa,\n",
            "es que bien,\n",
            "de este mundo,\n",
            "él y las luces\n",
            "no sé si un instante\n",
            "la carozoza\n",
            "es como una llovizna,\n",
            "el despertar,\n",
            "que es una carne de borde\n",
            "no sé si tu alma que nos caen\n",
            "no sé si una alma que nos caen\n",
            "si no estás,\n",
            "si tu alma que nena que es alma\n",
            "deplorable\n",
            "es que bien,\n",
            "de este mundo,\n",
            "él y las luces\n",
            "no sé si un instante\n",
            "la carozoza\n",
            "es como una llovizna\n",
            "el despertar,\n",
            "que es una carne de borde\n",
            "No, o regresa,\n",
            "es que bien,\n",
            "de este mundo,\n",
            "él y las luces,\n",
            "no sé si un instante\n",
            "la carozoza\n",
            "es como una llovizna estos\n",
            "de una dulce el resplandor\n",
            "no es una bien\n",
            "no es una alma que nos caen\n",
            "si no estás,\n",
            "si tu alma que nena que es alma que nos caen\n",
            "no sé si tu alma que nos caen\n",
            "si no estás,\n",
            "si tu alma que nena que es alma que nos caen\n",
            "no sé si tu alma que nos caen\n",
            "si no estás,\n",
            "si tu alma que nena que es alma que nos caen\n",
            "no sé si tu alma que nos caen\n",
            "no sé si que nena que nunca,\n",
            "las noces…\n",
            "\n",
            "Dale de las luces\n",
            "Las borra estallan\n",
            "de la luz que al madera.\n",
            "\n",
            "La borde de la calvo\n",
            "De la sombra,\n",
            "y acaso que nunca saldrá…\n",
            "Todo la borde desde la calvo…\n",
            "Las borra estallan\n",
            "de la luz que madera.\n",
            "Todo la borde desde la calvo…\n",
            "Las borra estallan\n",
            "de la luz que madera.\n",
            "\n",
            "Ladre que la paz\n",
            "El diluvio,\n",
            "el diluvio,\n",
            "de la noche.\n",
            "Dime de tanto,\n",
            "lo escucha,\n",
            "mientras haciendo que lo mejor…\n",
            "Dime se fue su pájaro,\n",
            "y lo quede aquí en el abrillo…\n",
            "Ya llego puedes,\n",
            "si el diablo,\n",
            "las años…\n",
            "\n",
            "Jude un día\n",
            "Habita el pín,\n",
            "al día por siempre…\n",
            "Jude un día,\n",
            "en el almuminón…\n",
            "Y si cae más,\n",
            "y si cae nena…\n",
            "Jude le cesar, si cae de mi…\n",
            "\n",
            "Es como tu sonrisa\n",
            "Las doloras,\n",
            "las huiras,\n",
            "las olas…\n",
            "Ya ley de tu vuelo,\n",
            "y al final…\n",
            "En el fin de uno,\n",
            "el espejo del queve…\n",
            "Yan un rayo, no se va…\n",
            "Yan un rayo, no se va…\n",
            "Una sé si cae al varte,\n",
            "la borde de la ville…\n",
            "Ya hermoso,\n",
            "y el marque tu piel,\n",
            "esta será de tí,\n",
            "es sueños de tus ojos.\n",
            "Ya es la luna puedo al fin,\n",
            "y el ayer…\n",
            "Ya es tu querer, yo,\n",
            "y el fin de tí…\n",
            "¿no sé?\n",
            "Si tú como una brisa de aquí,\n",
            "lo que estuve…\n",
            "Y las noches es nidos,\n",
            "es que la noche tener…\n",
            "Un sento luces que enloquecer,\n",
            "y se muere…\n",
            "¿dóndequedó cambiarás,\n",
            "que vendrías sin querer?\n",
            "La espalda que llevan,\n",
            "la espalda,\n",
            "que llevan…\n",
            "¿Dóndequedó cambiarás,\n",
            "cuando todas\n",
            "\n",
            "[136 | 494.32] loss=1.96 avg=2.42\n",
            "[138 | 496.85] loss=2.18 avg=2.41\n",
            "[140 | 499.37] loss=2.00 avg=2.41\n",
            "======== SAMPLE 1 ========\n",
            "\n",
            "que nade aquí,\n",
            "y para vos,\n",
            "y así,\n",
            "se mueven mi vida…\n",
            "y las mañanas,\n",
            "perdió el mar y defonada…\n",
            "\n",
            "Hilma tu amor\n",
            "Tus ojos quiere vide y la luz,\n",
            "después lo dí,\n",
            "se vuelva la luz,\n",
            "quizás hacer,\n",
            "que tu viejo te diablo,\n",
            "que hace la nada…\n",
            "Y si tu voz, te viento escucha…\n",
            "y vuelo por que ver todo…\n",
            "Tu voz vuelo,\n",
            "tus ojos tu viejo,\n",
            "solo nada te daré,\n",
            "tu voz tu voz…\n",
            "Lesta tu día,\n",
            "siempre sigue,\n",
            "me pregunto así…\n",
            "y si tu voz, te donde este blanco,\n",
            "y vuelo por que estás,\n",
            "perdió la luz,\n",
            "si morir el mal…\n",
            "Y si tu voz, te donde la pared,\n",
            "si morir el mal…\n",
            "Tu voz te donde este blanco,\n",
            "perdió la luz…\n",
            "si morir el mal…\n",
            "Hilma tu inmensa muy gris,\n",
            "el cielo te daré…\n",
            "y sigo tu corazón,\n",
            "hoy por tocieron tu canción…\n",
            "(perdió la luz)\n",
            "\n",
            "Solo tu vas a ver\n",
            "Tu vas a ver,\n",
            "solo tu vas a ver.\n",
            "Tu vas a pared hasta el mar,\n",
            "hasta pared hasta el mar…\n",
            "hasta pared hasta el mar…\n",
            "hasta pared hasta el mar…\n",
            "Y si tu voz, te donde todo a morir,\n",
            "solo su pecho puede,\n",
            "hasta esta oro ya,\n",
            "como tu vas a ver…\n",
            "(perdió volar)\n",
            "\n",
            "El sol te espera\n",
            "Desmado un cielo está,\n",
            "esperando al mirar,\n",
            "esperando al tus manos…\n",
            "y acosan tu piel,\n",
            "solo un canto en vos…\n",
            "ya no sé si siga,\n",
            "solo así te espera,\n",
            "yo que quede todo,\n",
            "solo espero…\n",
            "Todo que haya estar,\n",
            "y así es un cielo,\n",
            "todo tengo,\n",
            "a tu soledad,\n",
            "todo tengo…\n",
            "ya no sé si ves,\n",
            "esperando al mirar… !\n",
            "\n",
            "Vieja te importa\n",
            "El sol tengo al mi ciudad,\n",
            "vieja te importa,\n",
            "en la luz del cielo…\n",
            "¿Qué tu corazón es hacer?\n",
            "Vieja te importa,\n",
            "en la luz del cielo…\n",
            "vieja te importa,\n",
            "por la ciudad…\n",
            "(por la ciudad…)\n",
            "\n",
            "Hoy un momento\n",
            "Estás,\n",
            "todo está tanto,\n",
            "en mi cuerpo,\n",
            "y un instante…\n",
            "¿Qué tu día nena,\n",
            "en mi cuerpo,\n",
            "y que sí,\n",
            "que ayer aquí…?\n",
            "Yo qué,\n",
            "tus pies,\n",
            "que lo sé,\n",
            "yo sí…\n",
            "qué,\n",
            "un instante,\n",
            "yo quí tu día…\n",
            "Estás,\n",
            "que a estar,\n",
            "en mi cuerpo,\n",
            "Y la vieja de tu vida,\n",
            "y y habla te importa,\n",
            "¿Qué tu corazón,\n",
            "te son mirar en mi cuerpo,\n",
            "y quajo tu amor,\n",
            "la vieja de tu vida?\n",
            "\n",
            "Cambie de su teme el Dios\n",
            "Aguas hace pasiada su miedo,\n",
            "porque siento siempre,\n",
            "o el fin de la tierra,\n",
            "canda su cielo de juevú…\n",
            "Dulce bruma,\n",
            "dulce su cuerpo,\n",
            "si su piedra sí,\n",
            "de estar,\n",
            "que pueda piel…\n",
            "Había un vientre,\n",
            "de un ojo del otro,\n",
            "para su nido…\n",
            "No me hace para ver,\n",
            "solo su pecho al alma…\n",
            "como tu luz…\n",
            "No me hace para ver\n",
            "\n",
            "[142 | 513.25] loss=1.83 avg=2.39\n",
            "[144 | 515.77] loss=2.04 avg=2.39\n",
            "======== SAMPLE 1 ========\n",
            ",\n",
            "dice de la tarde,\n",
            "todos en vos,\n",
            "solo es lo que ya no está\n",
            "todo que la maldad…\n",
            "Días que no ahora\n",
            "solo vez muros,\n",
            "dios que no ahora\n",
            "solo vez muros,\n",
            "dios que no ahora.\n",
            "\n",
            "Siempre\n",
            "Cielos de Dios\n",
            "Cuento más…\n",
            "solo días que siempre,\n",
            "días que no ahora…\n",
            "Cielos de Dios…\n",
            "muy bien días quedarse,\n",
            "dios que no ahora…\n",
            "Siempre…\n",
            "Cuento no…\n",
            "los días no…\n",
            "solo días que siempre,\n",
            "días que no ahora…\n",
            "Una vida la piedra estalla,\n",
            "que a estaba,\n",
            "solo siempre,\n",
            "es es que va a tiempo,\n",
            "se quede ya no hay amor…\n",
            "Donde siempre,\n",
            "con las sombras,\n",
            "solo siempre,\n",
            "solo estoy…\n",
            "Siempre…\n",
            "ya no hay amor…\n",
            "Donde siempre,\n",
            "con las sombras,\n",
            "solo siempre,\n",
            "solo estoy…\n",
            "Siempre…\n",
            "ya no hay amor…\n",
            "Una vida la piedra estalla,\n",
            "que a en el día,\n",
            "solo siempre…\n",
            "solo es que va a tiempo…\n",
            "se quede ya no hay amor…\n",
            "Una vida la piedra estalla,\n",
            "que a en el día…\n",
            "solo siempre…\n",
            "solo es que va a tiempo….\n",
            "se quede ya no hay amor…\n",
            "\n",
            "Umbral (No te sabor)\n",
            "Umbral (No te sabor)\n",
            "Oh, ay, and ah!\n",
            "Hoy, la vieja estalla,\n",
            "que no puede ver,\n",
            "que no puede ver,\n",
            "no te ayer,\n",
            "nace te ayer,\n",
            "de todo lo acosto,\n",
            "solo se escapa…\n",
            "te ayer,\n",
            "de todo lo acosto…\n",
            "Y en la vieja…\n",
            "ahhh!\n",
            "Y te ayer,\n",
            "de todo lo acosto…\n",
            "Y en la vieja…\n",
            "te ayer cahí…\n",
            "y en la vieja…\n",
            "te ayer…\n",
            "\n",
            "Hoy todo en el alba\n",
            "Es tan temprano,\n",
            "me parecen…\n",
            "se hace las heridas,\n",
            "de las horas…\n",
            "donde todo estos cosas,\n",
            "y es así…\n",
            "desafinado de mí,\n",
            "me voy,\n",
            "a un ángel…\n",
            "Ya todo esto a tener,\n",
            "en el anochece,\n",
            "hacia el final…\n",
            "y así,\n",
            "me voy,\n",
            "a un ángel…\n",
            "Solo se habla la mañana,\n",
            "y es que te gusta,\n",
            "ya dice acá…\n",
            "y es que te gusta la mañana,\n",
            "yo te haga acá…\n",
            "Que no hables te haga es ella…\n",
            "Es un hombre…\n",
            "es un sol…\n",
            "Hoy en el que ver,\n",
            "me voy,\n",
            "a un ángel…\n",
            "Hoy en el que ver,\n",
            "me voy,\n",
            "a un ángel…\n",
            "que no hables te haga es ella…\n",
            "Hoy, ni tus manos,\n",
            "se hace que un rumor…\n",
            "Es un hombre,\n",
            "en albino…\n",
            "Es un hombre,\n",
            "que ni tus manos…\n",
            "Se hace que un hombre,\n",
            "en albino…\n",
            "Dime tomen así,\n",
            "quién porque hay mirando…\n",
            "y es que te gusta,\n",
            "ya dice acá…\n",
            "y con sólo es un hombre,\n",
            "el sol…\n",
            "En sus sueños así,\n",
            "no soy un hombre…\n",
            "me descuye de llevar,\n",
            "sus sueños así…\n",
            "No quiero ver,\n",
            "si es hombres en el cuerpo… !\n",
            "Y el cuerpo así,\n",
            "que lo que nunca la mañana…\n",
            "y el cuerpo que la mañana…\n",
            "Y el cuerpo así,\n",
            "que lo que nunca la mañana… !\n",
            "Si no amas que no hables,\n",
            "en el\n",
            "\n",
            "[146 | 529.82] loss=1.93 avg=2.38\n",
            "[148 | 532.33] loss=1.82 avg=2.37\n",
            "[150 | 534.85] loss=1.77 avg=2.36\n",
            "======== SAMPLE 1 ========\n",
            "ra y una amarte…\n",
            "al vez que me una vida…\n",
            "con mueve el mar…\n",
            "al es la luna…\n",
            "(que las heridas)\n",
            "\n",
            "La razón del temor\n",
            "Al vez que se va…\n",
            "las luces en tus pasos…\n",
            "y tus luces de tus pasos…\n",
            "Al sordilo en tus lámnantes…\n",
            "Las ciudades y las luces de eternidad…\n",
            "y deja que va…\n",
            "(solo nena en la razón)\n",
            "Hay un peo mi sombra…\n",
            "quenamente y hacer,\n",
            "yo sé que así,\n",
            "la razón del temor…\n",
            "la razón del temor…\n",
            "cambia me túnelle y la razón.\n",
            "\n",
            "El mundo un sombra alguna\n",
            "Instrumental\n",
            "\n",
            "Jugá, canción en mí\n",
            "Amen.\n",
            "Ventaba en el cuerpo,\n",
            "y si ya no hay amado…\n",
            "¿Qué seré al volver?\n",
            "¿Qué seré al viento nacié de las manos?\n",
            "y si no hay amado…\n",
            "¿Qué cómo será un maldad?\n",
            "¿Qué cantabas los enemigos?\n",
            "¿El aluvo se ensoñalado?\n",
            "Ví la luna,\n",
            "qué canción en mí…\n",
            "Ví la muerte,\n",
            "que sordaba tu mente…\n",
            "¿Ví la paz,\n",
            "luego en una amarte?\n",
            "¿Qué seré al cielo la luz?\n",
            "¿Qué seré el viento?\n",
            "¿Qué seré al viento nos amanejos de amdale?\n",
            "¿Qué seré la luz,\n",
            "púllos con otro vanamente…?\n",
            "Ví la luna,\n",
            "jugá, canción en mí…\n",
            "Ví la luna,\n",
            "qué canción en mí…\n",
            "¿Qué seré al cielo un pármó?\n",
            "¿Qué seré al cielo nos su canción?\n",
            "¿Qué seré al cielo la luz?\n",
            "Ví la luna,\n",
            "jugá, canción en mí…\n",
            "Ví la luna,\n",
            "jugá, canción en mí…\n",
            "¿Qué seré al cielo,\n",
            "no, siquieron como lo amigo…\n",
            "¿Qué seré al cielo tu alma?\n",
            "¿Qué seré al cielo su lago?\n",
            "¿Qué seré al cielo de cuarto?\n",
            "¿Qué seré al cielo se pudrió?\n",
            "\n",
            "Guelvito\n",
            "Hoy, guelvito…\n",
            "en el que nadie,\n",
            "caminando…\n",
            "y a veo que se enloquecer,\n",
            "quiero lugar,\n",
            "cuando se abrirme,\n",
            "y siempre amanecer…\n",
            "y aquellos del rumbo,\n",
            "y a veo,\n",
            "que al fin…\n",
            "Y entre la lejanete,\n",
            "que no quedaba,\n",
            "¿Y manera la sola?\n",
            "¿Y en el círculum tanta?\n",
            "y esta vez,\n",
            "en las oye lejanete…\n",
            "y esta vez,\n",
            "en las oye lejanete…\n",
            "solo está venido,\n",
            "de todo tu piel…\n",
            "yo quiero para despertar,\n",
            "quiero también se agite aquí…\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Luego de ángel\n",
            "Sueña, la luna,\n",
            "la luna,\n",
            "se abrirá…\n",
            "y en los días,\n",
            "por mí…\n",
            "y tus ojos,\n",
            "se cansó alguien…\n",
            "Vivo, va, va…\n",
            "Sueña, en el escombro…\n",
            "y la luna,\n",
            "no…\n",
            "se cansó,\n",
            "se cansó…\n",
            "y cancios,\n",
            "y la luna,\n",
            "no…\n",
            "Se cansó,\n",
            "se cansó…\n",
            "y puedes,\n",
            "plura…\n",
            "ya no importa,\n",
            "sobre tu alma…\n",
            "y dejando al tibras,\n",
            "se cansó,\n",
            "se cansó…. (v\n",
            "\n",
            "[152 | 548.74] loss=2.30 avg=2.36\n",
            "[154 | 551.27] loss=1.57 avg=2.34\n",
            "======== SAMPLE 1 ========\n",
            "go te esperando,\n",
            "y lo lece otra vez mí,\n",
            "pero todo me darás,\n",
            "y me a la vez tan sólo,\n",
            "como solo como uno mi amor,\n",
            "por este cielo,\n",
            "por este cielo,\n",
            "pero me quien me pregunto,\n",
            "no sé si mi pueda de amor,\n",
            "no sé si mi cual…\n",
            "¿dónde vas?\n",
            "\n",
            "El aventura de la nada\n",
            "La nada del adiós,\n",
            "el tíste a mi «Vivo»\n",
            "y yo quiero mueve a la lluvia,\n",
            "y nadie se podrá por dar al nacer,\n",
            "una luz y el aventura de la nada.\n",
            "Y quiero un instante,\n",
            "que me fuego escuchar\n",
            "en el tal bien por mísi…\n",
            "¿dónde vas?\n",
            "\n",
            "Abe de la lluvia\n",
            "Yo me siempre,\n",
            "yo me siempre estás nena,\n",
            "la lluvia me va,\n",
            "y tengo que te hables para tí…\n",
            "¿dónde vas?\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Cuento al sol de luz\n",
            "Cuento al sol de luz,\n",
            "con sus manos me quieres,\n",
            "entre los sueños de luz.\n",
            "Por más,\n",
            "cuento al sol de luz me voy…\n",
            "nadie se podrá por dar al nacer,\n",
            "una luz de morir…\n",
            "yo sé,\n",
            "cuento al sol de luz me voy…\n",
            "nadie se podrá por dar al al…\n",
            "Algo quiere fulmenes,\n",
            "cierra una nuevo fuego…\n",
            "y cuanto hasta luz…\n",
            "Nadie se podrá por dar al ll…\n",
            "Cuento al sol de luz me voy,\n",
            "en el estrella…\n",
            "por más,\n",
            "cuento al sol de luz me voy… nadie se podrá,\n",
            "de este cielo…\n",
            "nadie se podrá por dar…\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Sobre la madrugada\n",
            "Ni hermoso,\n",
            "ya ni hermane,\n",
            "y me coman,\n",
            "de todo frutal…\n",
            "y las heridas,\n",
            "de las heridas…\n",
            "y me ha ve a ser,\n",
            "de todo nena…\n",
            "suave la herida,\n",
            "de la herida…\n",
            "y tanto las horas,\n",
            "como el cielo,\n",
            "como el cielo,\n",
            "y suave la herida,\n",
            "de la herida…\n",
            "y tanto las horas,\n",
            "como el cielo,\n",
            "como el cielo, y suave…\n",
            "Ni hermoso,\n",
            "ya ni hermane,\n",
            "y me coman de tí…\n",
            "yo me quiero mueve,\n",
            "como tí…\n",
            "Y solo sé que se vuellega,\n",
            "y ya no hay nada…\n",
            "hay un viejo nena,\n",
            "es que se habrá de la nada…\n",
            "y solo sé que se vuellega,\n",
            "y y ya no hay nada…\n",
            "hay un veo en la distancia…\n",
            "Y solo sé que se vuellega,\n",
            "y ya no hay nada… sí,\n",
            "y ya no hay nada… sí…\n",
            "Sobre la madrugada,\n",
            "no sé que puedes morder,\n",
            "no sé que hicíste,\n",
            "no sé quiero,\n",
            "no sé sé amor…\n",
            "Y lo ya no hay nada… sí,\n",
            "ya quebrí aquí…\n",
            "¿cómo se puede arriba aquí?\n",
            "¿cómo se puede arriba aquí?\n",
            "Y todo lo que como entre el aire,\n",
            "y yo siempre mi piel,\n",
            "no mientras sólo…\n",
            "\n",
            "Vuelves pared días\n",
            "Ya, la, todo lo que,\n",
            "todo todo lo que me recuedo,\n",
            "por siempre…\n",
            "Y que todo ya no está,\n",
            "no sé si vengo,\n",
            "no sé si viendo…\n",
            "No sé que nunca me añora,\n",
            "yo siempre en un sueño,\n",
            "no sé siempre,\n",
            "No sé\n",
            "\n",
            "[156 | 565.62] loss=1.76 avg=2.33\n",
            "[158 | 568.14] loss=1.75 avg=2.32\n",
            "[160 | 570.64] loss=2.14 avg=2.32\n",
            "======== SAMPLE 1 ========\n",
            "…\n",
            "Amarado en la luna\n",
            "Amarado en la luna y caer\n",
            "Amarado en la luna y caer\n",
            "Y aunque no me sería…\n",
            "Aunque no es la espara…\n",
            "Aunque no es la espara…\n",
            "Aunque para ya no mañana…\n",
            "– Y osu!\n",
            "Instrumental\n",
            "\n",
            "El bajan para él\n",
            "El bajan para él\n",
            "(Volver)\n",
            "\n",
            "Tema dolor con su lugar\n",
            "Tema dolor con su lugar\n",
            "Y en el eco se agira\n",
            "¿sabría, que cesando el alacar?\n",
            "Como una luna de vida\n",
            "Tu dormidacio…\n",
            "que es vuelve…\n",
            "Aunque no es verdad…\n",
            "\n",
            "Pueda día\n",
            "¡es como ya…\n",
            "o este sol\n",
            "es tan la esta brisa\n",
            "¡o!\n",
            "¡es este querer!\n",
            "El ave se agira\n",
            "¡la…\n",
            "¡es que nunca hielle…\n",
            "¿tiso ya ve a traerás?\n",
            "Tu dormidacio…\n",
            "que es vuelve…\n",
            "¡o!\n",
            "¡es nunca se agira\n",
            "¡la…\n",
            "¡es que nunca hielle…\n",
            "\n",
            "Cada vez aquí\n",
            "¡o!, tu amor\n",
            "sabrándome con tu amor\n",
            "(alimenta)\n",
            "¡tal vez ya no más lugar!\n",
            "¡no!\n",
            "¡Si la escucha ya no saldarme!\n",
            "Mientras miedo sólo brilló,\n",
            "la paredge desde nueve…\n",
            "Y la puerta, se fue\n",
            "y tu amor,\n",
            "tu amor que vence sus mañanas…\n",
            "Pues yo no tengo con las viejos,\n",
            "sin como este viento…\n",
            "No entiendo hay nada,\n",
            "no entiendo hay nada,\n",
            "no entiendo hay nada…\n",
            "Cada ciego y no ve,\n",
            "la esta brisa del alma…\n",
            "¡Tu cuerpo por las viejos,\n",
            "sin como mi noche…\n",
            "tal vez aquí,\n",
            "sin como nunca sangre…\n",
            "Cada vez aquí,\n",
            "tu amor,\n",
            "que vence sus mañanas…\n",
            "\n",
            "Golpeo\n",
            "No ves que te puedes\n",
            "quema tu vida\n",
            "quemarle con nuestro\n",
            "no quiero un amanecer\n",
            "y oigo mirarla\n",
            "y vuelve que te abandones\n",
            "no puedes,\n",
            "quemando queda\n",
            "para no sabrá\n",
            "tu centrá por noche de un tren\n",
            "quemando que te abandones\n",
            "no puedes como nena\n",
            "no sabrá\n",
            "vientos nadie de la vida\n",
            "donde la vida,\n",
            "ni la cierre…\n",
            "yo te bien te bien\n",
            "con sus alas\n",
            "sus alas\n",
            "golpeo ya…\n",
            "No ves sombra con nuestro.\n",
            "quemarle con nada,\n",
            "quemarle con nuestro.\n",
            "Vuelve que te puedes\n",
            "quemarle por veo\n",
            "tu centro de nubes te abramadas\n",
            "te bien que te venga en un vuelve ciel\n",
            "no puedes como un día\n",
            "no no puedes como un día\n",
            "\n",
            "Nunca dónde las ruinas\n",
            "donde la vida,\n",
            "ni la cierre,\n",
            "yo te bien te bien\n",
            "con sus alas\n",
            "sus alas\n",
            "golpeo ya,\n",
            "\n",
            "Cima la mal…\n",
            "Cima la mal\n",
            "¿qué viviendra las ruinas?\n",
            "¿golpeo ya se perdí de la vida?\n",
            "Cima la mal, que es que vuelve\n",
            "té un río,\n",
            "la mal pasanella…\n",
            "¿qué va de dirá?\n",
            "¿qué va de dirá?\n",
            "¿qué va de dirá?\n",
            "\n",
            "Puedo del sol\n",
            "Este te busco de tí\n",
            "sus cartes y caes\n",
            "cuando tu mirada\n",
            "sus cartes y caes\n",
            "cuando el sol\n",
            "Espera de dar al mar\n",
            "pasó en la cumbre\n",
            "espera de dar al mar\n",
            "pasó en la cumbre\n",
            "�\n",
            "\n",
            "[162 | 585.57] loss=1.51 avg=2.30\n",
            "[164 | 588.08] loss=1.64 avg=2.29\n",
            "======== SAMPLE 1 ========\n",
            " aparto es la vida una poder…\n",
            "es un ínito del nuevo el alba…\n",
            "Y en la vez más listena que es tanta luz,\n",
            "el cielo es nada,\n",
            "cadafaba una amor,\n",
            "más del alma que me lleve…\n",
            "¿Dónde quedó el único pudiera sobre el mundo del arribo?\n",
            "¿No puede certe años,\n",
            "que yo en este mundo en mí…\n",
            "Y en el mundo solo de aquí,\n",
            "y por siempre bailando en tu nombre,\n",
            "y quedó el único pudiera sobre el mundo del arribo…\n",
            "\n",
            "Alma de mí\n",
            "Sombra estalla,\n",
            "tu alma de mí,\n",
            "si tanta razón…\n",
            "solo una luz,\n",
            "suena sombra…\n",
            "quiero de tu alma…\n",
            "solo conocerse…\n",
            "y alma de mí,\n",
            "solo una luz…\n",
            "suena sombra…\n",
            "quiero de tu alma…\n",
            "y soporto en tu alma…\n",
            "quiero de tu alma…\n",
            "solo una luz,\n",
            "suena sombra…\n",
            "quiero de tu alma…\n",
            "solo una luz,\n",
            "suena sombra…\n",
            "Quiero de tu amor…\n",
            "suena suena…\n",
            "soporto en tu alma…\n",
            "suena suena…\n",
            "o una canción…\n",
            "solo una canción…\n",
            "y una canción…\n",
            "yo te hablador por mí…\n",
            "donde siga tu amor…\n",
            "y así hasta conmigo…\n",
            "quiero en tu alma…\n",
            "yo te canto se agita…\n",
            "solo darro amor…\n",
            "solo darro amor…\n",
            "quiero de tu alma…\n",
            "yo te hablador una canción…\n",
            "donde nada…\n",
            "yo te hablador una canción…\n",
            "solo una canción…\n",
            "y una canción…\n",
            "mientras tu amor…\n",
            "tener estás entender,\n",
            "en el resplandor de las ruinos…\n",
            "solo nada su vuelta…\n",
            "solo nada su vuelta…\n",
            "\n",
            "Gigante a ver\n",
            "Por tu nombre,\n",
            "el cielo es tu nombre,\n",
            "pequeña llegó en mi palma.\n",
            "nada soledad,\n",
            "ni un cuerpo,\n",
            "habrá pie con el despertar,\n",
            "solo pudo vuelve…\n",
            "tu nombre se apure,\n",
            "solo una vez más nombre,\n",
            "el cielo es tu nombre.\n",
            "pues solo extraña,\n",
            "habrá pie con el despertar,\n",
            "solo pudo vuelve…\n",
            "\n",
            "Ludmila\n",
            "Ludmila,\n",
            "por Quiznos es tu puerta,\n",
            "sin dudas,\n",
            "dormida por las flores,\n",
            "tu puerta,\n",
            "sin dudas,\n",
            "dormida por las flores,\n",
            "que no me importa…\n",
            "(por Quiznos es tu puerta,\n",
            "sin dudas,\n",
            "dormida por las flores,\n",
            "tu puerta,\n",
            "sin dudas…\n",
            "que no me importa…\n",
            "(por Quiznos\n",
            "es tu puerta con tus ojos,\n",
            "tu puerta sin dudas,\n",
            "dormida por las flores,\n",
            "tu puerta sin dudas,\n",
            "dormida por las flores,\n",
            "tu puerta sin dudas…\n",
            "que no me importa…\n",
            "(por Quiznos)\n",
            "es con la tierra y el día,\n",
            "tu puerta sin dudas,\n",
            "tu puerta sin dudas,\n",
            "tu puerta…\n",
            "¿sin qué tus manos?\n",
            "aorsado en este mundo,\n",
            "tu corazón que te busco,\n",
            "por tu nombre,\n",
            "ludmila…\n",
            "pues solo extraña,\n",
            "habrá pie con el despertar.\n",
            "solo una vez más nombre,\n",
            "el cielo es tu nombre,\n",
            "pue solo extraña,\n",
            "habrá pie con el despertar.\n",
            "solo una vez más nombre,\n",
            "\n",
            "[166 | 602.37] loss=1.71 avg=2.28\n",
            "[168 | 604.88] loss=1.82 avg=2.27\n",
            "[170 | 607.40] loss=1.93 avg=2.27\n",
            "======== SAMPLE 1 ========\n",
            " el el tiempo,\n",
            "hasta lejos,\n",
            "niña sin sol…\n",
            "Y acaso nos están,\n",
            "de hoy…\n",
            "¡ah!\n",
            "\n",
            "Ested\n",
            "Ested\n",
            "yo me hago en la ciudad,\n",
            "el sol te quedes más,\n",
            "en la noche,\n",
            "nos queda más,\n",
            "en este (Umbral)language,\n",
            "por las lídeas,\n",
            "sobre la aucenada,\n",
            "la nubes para el sol te siga,\n",
            "lo mismo svelado,\n",
            "que soñando más,\n",
            "a la verdad.\n",
            "\n",
            "Guelga\n",
            "Guelga\n",
            "ya no tienes tiempo ni la gran ciudad…\n",
            "y es que lo crearé para deja el mismo…\n",
            "Nada tenga ve,\n",
            "nunca sol de las señas,\n",
            "canta nubez,\n",
            "canta huco,\n",
            "con el despertar,\n",
            "cree que el sol al despertar…\n",
            "Y ya no sé,\n",
            "tienes tiempo ni la gran ciudad…\n",
            "ya no tienes tiempo ni la gran ciudad…\n",
            "y ya no sé,\n",
            "tienes tiempo ni la gran ciudad…\n",
            "ya no te escucho aquí nada ala más,\n",
            "no tienes tiempo ni la gran ciudad…\n",
            "ya no tienes tiempo ni la gran ciudad…\n",
            "\n",
            "Nacerándolas\n",
            "Nacerándolas,\n",
            "es quedamos de agua…\n",
            "nacerándolas…\n",
            "nacerán,\n",
            "nacerán,\n",
            "no te queda más sobre el halo…\n",
            "Nada me quedó,\n",
            "no queda más…\n",
            "Nada me quedó,\n",
            "no queda más…\n",
            "nada me quedó,\n",
            "no queda más…\n",
            "sé que lo caes,\n",
            "que solo bien,\n",
            "a queda más sobre el halo…\n",
            "Enero…\n",
            "Enero…\n",
            "\n",
            "Buen día\n",
            "Cuantas son reír,\n",
            "antes,\n",
            "antes a los mañanas…\n",
            "Cuantas son reír,\n",
            "antes,\n",
            "antes,\n",
            "a los mañanas…\n",
            "Cuantas al despertar,\n",
            "ni vuelve a tí,\n",
            "ni vuelve a tí…\n",
            "Cuantas al despertar,\n",
            "ni vuelve a tí,\n",
            "ni vuelve a tí…\n",
            "No queda ni cae,\n",
            "nada que desde el aire,\n",
            "nada que desjunal que descubrir…\n",
            "No queda nada me día,\n",
            "no queda nada…\n",
            "\n",
            "Rutas márboles\n",
            "Rutas márboles,\n",
            "dulce mira,\n",
            "dulce mira mira….\n",
            "dulce mira,\n",
            "dulce mira mira…\n",
            "Rutas márboles,\n",
            "solo se abre,\n",
            "yo nunca más que se queda mirrabarte,\n",
            "con el ángel…\n",
            "si nunca más que se que escucharte están,\n",
            "en el árbol…\n",
            "si nunca más que sabe a lí…\n",
            "No lo queda,\n",
            "nada está, cierra aquí,\n",
            "con el árbol…\n",
            "si nunca ciego queda más,\n",
            "se hizo mientras naciendo,\n",
            "disco tengo en la lluvia,\n",
            "disco tengo en la lluvia…\n",
            "¡sí!\n",
            "\n",
            "Más noches\n",
            "Tocan por la esperanza,\n",
            "el tiempo de tu alumina,\n",
            "en la esperanza…\n",
            "Dios aprilá,\n",
            "en el mar…\n",
            "de los muros,\n",
            "en el mar…\n",
            "Vamos al imaginarlo,\n",
            "de la historia…\n",
            "quizás,\n",
            "que estoy ví solo…\n",
            "Tocan por la esperanza,\n",
            "el tiempo de tu alumina,\n",
            "en la esperanza…\n",
            "Dios aprilá,\n",
            "en el mar…\n",
            "de los muros,\n",
            "en el mar…\n",
            "Vamos al imaginarlo,\n",
            "de la historia…\n",
            "quizás,\n",
            "que estoy ví solo…\n",
            "Tocan por la esperanza,\n",
            "de la historia…\n",
            "quizás llega el viento,\n",
            "en la esperanza…\n",
            "\n",
            "\n",
            "[172 | 621.17] loss=2.04 avg=2.26\n",
            "[174 | 623.70] loss=1.88 avg=2.26\n",
            "======== SAMPLE 1 ========\n",
            "\n",
            "\n",
            "Pasó cierto\n",
            "Instrumental\n",
            "\n",
            "Para vuelta\n",
            "Iñártate en tu noche\n",
            "No importa que nos fuerte, son aquellas está aquí\n",
            "Solo quiero ningún finge (I love you)\n",
            "y veo me abrió\n",
            "canta vuelta sastras nena\n",
            "Si las manos hasta no vuelva no te buscémió\n",
            "Si las manos hasta no vuelva no te buscémió\n",
            "En tu noche vuelva nena\n",
            "Si este vierte se borrerá\n",
            "solo quiero ningún finge (I love you)\n",
            "y veo me cambió\n",
            "canta vuelta sastras nena\n",
            "Si la puerta espectral de tu noche\n",
            "Si los brindas del amanecer\n",
            "desde tu noche, te abrirá\n",
            "Alguien te veo llegue a tu noche,\n",
            "las heridas entibien de un riedillo\n",
            "y es que te harían cuenta\n",
            "toten un viento que raspalón de luz\n",
            "Debe ser deo a escapar\n",
            "en su piel\n",
            "para tu noche\n",
            "Para vuelta me está\n",
            "que viene y es que\n",
            "y debe ser deo\n",
            "que viene\n",
            "y sin embargo y sin embargo\n",
            "¿qué será de piel?\n",
            "Y no vuelve a morir amor\n",
            "es quién existan\n",
            "canta vuelta en tu amor\n",
            "Y no vuelve a morir amor\n",
            "es quién existan\n",
            "qué será no qué será\n",
            "¿qué será?\n",
            "Y la luz es lo que no hay me lleva el\n",
            "y es que se fue otra el mar\n",
            "y la luz es lo que no hay me lleva el\n",
            "y es que se fue otra el mar !!!\n",
            "\n",
            "Márcame\n",
            "Por más del sol,\n",
            "de tocar los cuerpos\n",
            "también tu sorpresa,\n",
            "tu sorpresa amor.\n",
            "Y emolucia sin cesar,\n",
            "tu sorpresa es su esmeraldas,\n",
            "tu sorpresa en las piedras…\n",
            "Y sombras hasta el mar,\n",
            "si no lo lejos en tus ojos,\n",
            "no soy que no todo estará…\n",
            "Y emolucia sin té cuerpo,\n",
            "no lo lejos en tus ojos,\n",
            "no soy…\n",
            "\n",
            "La vínico\n",
            "Si no estas sueños,\n",
            "niños de que el horizon\n",
            "mi cuerpo, niebla darme\n",
            "no tengas las horas,\n",
            "me precios y la vínico\n",
            "Mi corazón mi sueño\n",
            "en cambia se mira\n",
            "¿qué será será?\n",
            "Y no qué será\n",
            "si no existres que no está\n",
            "ya no existres que no está.\n",
            "\n",
            "La vínico mirarte\n",
            "Si lo que ya no sé quería\n",
            "mi vida me dirá\n",
            "¿qué será?\n",
            "Hay solo miraré,\n",
            "mirotando vuelta luz,\n",
            "solo nubes que a buscar,\n",
            "a pasado que lo hizo tenga\n",
            "¿qué será feliz?\n",
            "Y no qué será,\n",
            "te ayer felicite,\n",
            "todo noche que verde…\n",
            "solo es lo que no hay\n",
            "como en sus puertos,\n",
            "el final…\n",
            "La luz es la aguarte,\n",
            "en la aguarte que mirar…\n",
            "Quiero pasa mirar,\n",
            "quiero pasa mirar,\n",
            "quiero pasa mirar…\n",
            "Quiero pasa mirar,\n",
            "quiero pasa mirar…\n",
            "¿Qué tambie?\n",
            "y esta luz que da\n",
            "¿qué tambie?\n",
            "las piedad a mis días,\n",
            "quiero pasa mirar…\n",
            "quiero pasa mirar…\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Un sueño\n",
            "No tengas me tra,\n",
            "solo es lo que no hay.\n",
            "Con sus manos,\n",
            "los hombres amones\n",
            "los muñeco de pisa.\n",
            "La llamado,\n",
            "tu venido.\n",
            "Yo me siente,\n",
            "no me siente,\n",
            "no siente,\n",
            "no siente,\n",
            "\n",
            "\n",
            "[176 | 637.57] loss=1.47 avg=2.24\n",
            "[178 | 640.09] loss=1.80 avg=2.23\n",
            "[180 | 642.60] loss=1.31 avg=2.22\n",
            "======== SAMPLE 1 ========\n",
            "la alma.\n",
            "y un ciego te olvide,\n",
            "mi mentira que viene lo campo…\n",
            "pero partir a tu día…\n",
            "\n",
            "Un señor me dice de viañas\n",
            "Ví sus ojos te dan aquí\n",
            "yo ya quiero el triste cayó…\n",
            "yo quiero el triste cayó…\n",
            "¿Dónde va la vida está?\n",
            "y una luz por fin,\n",
            "en la atmósazo?\n",
            "ya me lluvia y me lluvia\n",
            "en la atmósugar…\n",
            "\n",
            "Ajeducated to the storm\n",
            "Byes gonna come\n",
            "Todas las creepos\n",
            "yo se ve me lleve\n",
            "ya más que toicieron de mi alma\n",
            "a está feliz.\n",
            "\n",
            "Bajamal\n",
            "Tienes tanto con tu alma\n",
            "y no tienes puede\n",
            "me pensar con tu alma\n",
            "y me voy\n",
            "ya no vuelves\n",
            "en un amigo hacia mañana\n",
            "como es entonces\n",
            "en la risa.\n",
            "Tu cuerpo es un cielo\n",
            "me voy yo no mi cambia\n",
            "me voy yo no mi cambia…\n",
            "Es que por dar,\n",
            "la voz en el tren\n",
            "cuando llevar la vida\n",
            "está maljavan.\n",
            "Es que por dar,\n",
            "la voz en el tren\n",
            "cuando llevar la vida…\n",
            "Es que por dar,\n",
            "la voz en el tren\n",
            "cuando llevar la vida…\n",
            "\n",
            "Ojo con el sol\n",
            "La voz de estamos\n",
            "de estremecerlo\n",
            "o esto te vas,\n",
            "que estoy más tienes\n",
            "con la ciudad\n",
            "yo se dijo ya\n",
            "que te vas,\n",
            "que es eres los sueños\n",
            "el canto es la gran ciudad…\n",
            "yo se dijo ya\n",
            "que te vas,\n",
            "que es eres los sueños\n",
            "el canto es la gran ciudad…\n",
            "\n",
            "Bosnia\n",
            "Inman a mi santo\n",
            "Es una flor se fue\n",
            "al menos, nena\n",
            "¿qué será sin descalza?\n",
            "Bosnia,\n",
            "¿qué será sin descalza?\n",
            "¿qué será sin descalza?\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "¿qué será sin descalza?\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "¿qué será sin descalza?\n",
            "Buenos Aires,\n",
            "bailando?¿qué será sin descalza?\n",
            "Deo están,\n",
            "es tarde lo que es el tren\n",
            "ya no tienes amar\n",
            "y así más de tu amor\n",
            "al que todo lo tienes nos amar.\n",
            "Es un eneme,\n",
            "más de tu amor\n",
            "cada volar a tí de la vida.\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "¿qué será sin descalza?\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "¿qué será sin descalza?\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "¿qué será sin descalza?\n",
            "¿qué será sin descalza?\n",
            "\n",
            "La mirada de la fase\n",
            "Cuerma,\n",
            "la fase te espera,\n",
            "al llegar uno,\n",
            "que al tarde al mundo.\n",
            "Cuerma,\n",
            "la fase te espera,\n",
            "un lugar del ogano.\n",
            "Era de salva la pared,\n",
            "que es la luz\n",
            "de la calle en el mal.\n",
            "El cuerpo de la gente,\n",
            "en el fuego.\n",
            "La boca,\n",
            "y mierdo me encendí,\n",
            "en la bueno de lluvia.\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "¿Qué será sin cesar?\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "¿qué será sin cesar?\n",
            "¿qué será sin cesar?\n",
            "Buenos Aires,\n",
            "bailando?\n",
            "\n",
            "Alma de másterina\n",
            "Másterina,\n",
            "en la creador del oro.\n",
            "¿Qué será tu piel está?\n",
            "En su sola cosa,\n",
            "si tengo el mundo.\n",
            "¿Qué será tu amor?\n",
            "Con tu cuerpo concluí\n",
            "\n",
            "[182 | 656.64] loss=1.64 avg=2.21\n",
            "[184 | 659.14] loss=2.11 avg=2.21\n",
            "======== SAMPLE 1 ========\n",
            " brillque la ciudad,\n",
            "a tributar la puerta,\n",
            "a piedra del aguallón.\n",
            "\n",
            "La noche,\n",
            "siempre,\n",
            "se borlá con sus lágrimas,\n",
            "ya no espejo entre su pecho…\n",
            "sin querer,\n",
            "para no ves que ves…\n",
            "Confundido por la tierra,\n",
            "se desviveldomely,\n",
            "hay una cine porque…\n",
            "porque te busco de mi piel,\n",
            "hoy es una fé,\n",
            "se perdió en tu corazon…\n",
            "Más un desión…\n",
            "los doloros y la verdad…\n",
            "Y se desconto en tu tierra,\n",
            "se desconto en tu tierra,\n",
            "confundido…\n",
            "un espejo que se asusta en tu boca…\n",
            "Pásate, se escucha de noche… oh,\n",
            "sin embargo…\n",
            "confundido…\n",
            "\n",
            "La noche,\n",
            "siempre así es ata té noche…\n",
            "y al amaría a sus manos…\n",
            "Y tal vez el viento,\n",
            "pútil,\n",
            "tu vuelvo…\n",
            "La lluvia,\n",
            "los mirados de agua,\n",
            "dulce dulce…\n",
            "(como mi vier- ciego)\n",
            "no sabes,\n",
            "no voyapsulas,\n",
            "tu vuelvo…\n",
            "\n",
            "Páríé\n",
            "Una bailáste,\n",
            "no te quede,\n",
            "no entonces,\n",
            "no pensar,\n",
            "no tengas más,\n",
            "toca para verdad,\n",
            "una bailáste…\n",
            "y descender y no tengas,\n",
            "no pensar,\n",
            "no tengas,\n",
            "tu querer,\n",
            "permane del sol,\n",
            "solo que víste,\n",
            "en van océano…\n",
            "ya no habrá que nada…\n",
            "Abre llora,\n",
            "creador,\n",
            "tu lagozana,\n",
            "creador,\n",
            "tu lagozana…\n",
            "\n",
            "Un poco con cual tibio\n",
            "Mientras espectros y mejor,\n",
            "concluiqué al fin…\n",
            "hacia tí,\n",
            "se sienta y habla,\n",
            "si sienta la brisa,\n",
            "mientras espectros,\n",
            "y como inmensé su amor,\n",
            "concluye…\n",
            "con supieras,\n",
            "y no veo una llama…\n",
            "y como inmensé su amor,\n",
            "concluye…\n",
            "con supieras,\n",
            "y no veo una llama…\n",
            "Como entrer de cristal,\n",
            "no importa más,\n",
            "como se quedaran,\n",
            "y vuelo adentro,\n",
            "permane de tí y una luz,\n",
            "que se nuevas no está…\n",
            "solo cambiarás,\n",
            "sin dudasarán…\n",
            "Mientras espectros y mejor,\n",
            "concluiqué al fin…\n",
            "y hacia tí,\n",
            "se sienta y habla,\n",
            "si sienta la brisa,\n",
            "mientras espectros,\n",
            "y como inmensé su amor,\n",
            "concluye…\n",
            "con supieras,\n",
            "y no veo una llama…\n",
            "y como inmensé su amor,\n",
            "concluye…\n",
            "con supieras,\n",
            "y no veo una llama…\n",
            "como entrer de cristal,\n",
            "no importa más,\n",
            "como entrer de cristal,\n",
            "no importa más,\n",
            "permane solo quedaran…\n",
            "y vuelo adentro,\n",
            "permane de tí…\n",
            "\n",
            "Días del mundo\n",
            "Días del mundo,\n",
            "solo igual…\n",
            "y cúsquia brillarán…\n",
            "a mi alrededor,\n",
            "hoy, y aún quema.\n",
            "Aunque el sol,\n",
            "sin saber,\n",
            "sin saber…\n",
            "déboles a las manos,\n",
            "sin más,\n",
            "no te queda,\n",
            "si te queda…\n",
            "Volver,\n",
            "\n",
            "Una sola vez\n",
            "Ví sus fueros\n",
            "La sola vez,\n",
            "a solo comprender…\n",
            "quédate hasta tal vuelvo a ver,\n",
            "no sabes, no pensar…\n",
            "La sola vez,\n",
            "hasta que la verdad,\n",
            "comprendió una sola vez…\n",
            "\n",
            "[186 | 673.41] loss=1.88 avg=2.20\n",
            "[188 | 675.93] loss=1.55 avg=2.19\n",
            "[190 | 678.48] loss=1.70 avg=2.18\n",
            "======== SAMPLE 1 ========\n",
            " buos los perros…\n",
            "¿Cómo pensando las veces aquí,\n",
            "es la humanidad?\n",
            "Y es que estás viento,\n",
            "después quemará al fin….\n",
            "¿No quedó va el sol,\n",
            "pensando aquí?\n",
            "Que escapa de un santo sin querer…\n",
            "Cuiden,\n",
            "que su reunir el mundo…\n",
            "Nocera es un oíbo,\n",
            "que cayó el mundo…\n",
            "\n",
            "Voy al fin…\n",
            "Hoy todo los nardes de tu vida,\n",
            "perdió los años,\n",
            "donde la mirar y perdió…\n",
            "Dime tarde ya en la distancia morir,\n",
            "de lo hizo ya encontrará…\n",
            "Y cómo estarán,\n",
            "que voy estar…\n",
            "Todo lo que me habló,\n",
            "desde cualquier toda la luz,\n",
            "dime todo los apaches que no quieres…\n",
            "\n",
            "No te puedo luz\n",
            "No te puedo luz…\n",
            "\n",
            "Jade para mí\n",
            "Mientras te perdió,\n",
            "lo explicar,\n",
            "o importa por el sol,\n",
            "si un instante,\n",
            "la cruz de río…\n",
            "Voy a las hojas,\n",
            "de todas las cortinas,\n",
            "la cruz de río…\n",
            "(no te puedo luz)\n",
            "\n",
            "Puerta y nadie (Letra y música: Elija van der van)\n",
            "Instrumental (with comments from Edelvito, via Oladipay; via la Lleve, via Oladipay, via Oladipay)\n",
            "Vos de mi alma\n",
            "Yo solo te ají desde tu amor,\n",
            "a la noche…\n",
            "es mi alma…\n",
            "Dicen que ya no quieres más soltó,\n",
            "si está quiebre más….\n",
            "cuídan que seguir,\n",
            "me un cierre,\n",
            "me un dulce….\n",
            "Luego se dejado llevó,\n",
            "si dan…\n",
            "y por más…\n",
            "¿dónde está bien?\n",
            "(with a pinch of doubt)\n",
            "Quieren desaparecer\n",
            "Tu futura se quiebra tu voz,\n",
            "que están…\n",
            "canta, canta, canta…\n",
            "cuídan una vida,\n",
            "y música…\n",
            "que estanque,\n",
            "música tu futura se,\n",
            "que están….\n",
            "Soleado por mí…\n",
            "Yo solo te ají desde tu amor,\n",
            "a la noche…\n",
            "es mi alma…\n",
            "Es la noche…\n",
            "y tu futura se,\n",
            "que están…\n",
            "(with a pinch of doubt)\n",
            "Quieren ciego te anunció,\n",
            "si mi quien a la noche más…\n",
            "que estan te,\n",
            "a la noche…\n",
            "tu futura se,\n",
            "que están…\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Aguila paz\n",
            "Un río estará\n",
            "que es tu lado\n",
            "Sí, tu hasta el hombre\n",
            "Es tu lado…\n",
            "Tu corazón se apurará\n",
            "que ella en la oscurita\n",
            "Luego un río estará,\n",
            "que es tu lado…\n",
            "Un lugar tu sombra,\n",
            "que es tu amor se apurará…\n",
            "Tu corazón se apurará,\n",
            "que ellenas por tí…\n",
            "Luego una mañana,\n",
            "tu corazón se apurará\n",
            "que ella en la oscurita…\n",
            "Quiero un día,\n",
            "tu corazón se apurará\n",
            "que ella en la oscurita\n",
            "(por esto yo te da)\n",
            "Los puertas nos valle como un viento\n",
            "Yo sé que tu amor,\n",
            "cuíden que no puedes mañana\n",
            "Que al morir está dormido,\n",
            "a la luna de que su piera mirarte…\n",
            "Que el mundo está dormido,\n",
            "a la luna de que su piera mirarte…\n",
            "Los puertas nos valle como un viento\n",
            "Los puertas nos valle como un viento…\n",
            "Luego una mañana,\n",
            "tu corazón se apurará\n",
            "que ella en la oscurita\n",
            "(\n",
            "\n",
            "[192 | 692.56] loss=1.48 avg=2.17\n",
            "[194 | 695.07] loss=1.38 avg=2.16\n",
            "======== SAMPLE 1 ========\n",
            "a:\n",
            "Oh yeah!\n",
            "¿con tu quedó?\n",
            "es que el mar no puedas cara,\n",
            "quedó?\n",
            "¿y de quibel?\n",
            "es que ser vivir tu alma,\n",
            "tu cuerpo aparecerra?\n",
            "¿y de quibel?\n",
            "es que ser vivir tu alma,\n",
            "tu cuerpo aparecerra?\n",
            "\n",
            "Cuomo primitiva\n",
            "Instrumental\n",
            "\n",
            "Rugadón ese destruirá, nena\n",
            "nena estalla más…\n",
            "sin las horas nos escribas,\n",
            "no ya vivir, nena, no..\n",
            "Sin esplendor ya de otro bó,\n",
            "es la luna en dorado…\n",
            "Donde yo ventana, es una sola nena…\n",
            "y yo viven, yo penetraza…\n",
            "Y no te quieran con mi luna…\n",
            "Solo un poco día,\n",
            "donde noches me hace sobre mi alrededor…\n",
            "Es una especie que me reunir,\n",
            "ya la verdad no pueda bien,\n",
            "en tus poneres de las luces y los almas…\n",
            "O en vano ocaso, amor.\n",
            "Por de mi sal, amor.\n",
            "Es una especie que me reunir,\n",
            "ya la verdad no pueda bien,\n",
            "en tus poneres de las luces y los almas…\n",
            "Tus ojos es el avern….\n",
            "Es una especie que me reunir,\n",
            "ya la verdad no pueda bien,\n",
            "en tus poneres de las luces,\n",
            "Y no te quieran con mi dulce la manzana…\n",
            "Nena, ayude yo viven…\n",
            "Es una especie que me reunir,\n",
            "ya la verdad no pueda bien,\n",
            "en tus poneres de las luces,\n",
            "Y no te quieran con mi dulce la manzana…\n",
            "Y ellos yo viven…\n",
            "Es una especie que me reunir,\n",
            "ya la verdad no pueda bien,\n",
            "en tus poneres de las luces…\n",
            "\n",
            "(Volver)\n",
            "\n",
            "Vas a ilum…\n",
            "Nena,\n",
            "nena,\n",
            "con la vieja,\n",
            "que descarnos y descarnos…\n",
            "Hoy,\n",
            "nena,\n",
            "con los árboles,\n",
            "despierte sin parar…\n",
            "Tengo mi fantasía,\n",
            "ya sin mirar…\n",
            "Solo,\n",
            "mi fantasía,\n",
            "con noche,\n",
            "donde todas las hormigas,\n",
            "donde las hormigas…\n",
            "Es este asunción,\n",
            "como a buscarto las hormigas,\n",
            "donde así sidas una cancion,\n",
            "es este así así…\n",
            "Vas a ilum,\n",
            "nena,\n",
            "con la vieja,\n",
            "que descarnos y descarnos…\n",
            "Hoy,\n",
            "nena,\n",
            "nena,\n",
            "con la vieja,\n",
            "que descarnos y descarnados…\n",
            "Solo,\n",
            "mi fantasía,\n",
            "con noche,\n",
            "donde todas las hormigas,\n",
            "donde las hormigas…\n",
            "Es este asunción,\n",
            "como a buscarto las hormigas,\n",
            "donde las hormigas…\n",
            "y vendo ya con el canto…\n",
            "\n",
            "Cristálmu\n",
            "Cristálmu,\n",
            "las amanigas de tu corazón,\n",
            "cristálmu es tu corazón,\n",
            "con tu cuerpo,\n",
            "como tuz tus cresiendo…\n",
            "Cristálmu,\n",
            "las amanigas de tu corazón,\n",
            "cristálmu es tu corazón,\n",
            "con tu cuerpo…\n",
            "como tuz tus cresiendo…\n",
            "\n",
            "El cielo dar su llegada (Letra y Dios)\n",
            "Lo que acos nos vivir,\n",
            "todo lo que al fin,\n",
            "la llegada se fue…\n",
            "no es hoy,\n",
            "que al fin…\n",
            "Vengo en la luz,\n",
            "es busca de tí,\n",
            "que el cielo dar su llegada…\n",
            "No quiero cesó,\n",
            "no quiero cesó,\n",
            "que llega el cielo dar su llegadas…\n",
            "\n",
            "Mula al sol\n",
            "Paz, sentir, has\n",
            "\n",
            "[196 | 709.14] loss=1.61 avg=2.15\n",
            "[198 | 711.65] loss=1.45 avg=2.14\n",
            "[200 | 714.16] loss=1.25 avg=2.13\n",
            "Saving checkpoint/run1/model-200\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VHdTL8NDbAh3"
      },
      "source": [
        "gpt2.copy_checkpoint_to_gdrive(run_name='run1')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "qQJgV_b4bmzd"
      },
      "source": [
        "You're done! Feel free to go to the **Generate Text From The Trained Model** section to generate text based on your retrained model."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "pel-uBULXO2L"
      },
      "source": [
        "## Load a Trained Model Checkpoint\n",
        "\n",
        "Running the next cell will copy the `.rar` checkpoint file from your Google Drive into the Colaboratory VM."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "DCcx5u7sbPTD"
      },
      "source": [
        "gpt2.copy_checkpoint_from_gdrive(run_name='run1')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "RTa6zf3e_9gV"
      },
      "source": [
        "The next cell will allow you to load the retrained model checkpoint + metadata necessary to generate text.\n",
        "\n",
        "**IMPORTANT NOTE:** If you want to rerun this cell, **restart the VM first** (Runtime -> Restart Runtime). You will need to rerun imports but not recopy files."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-fxL77nvAMAX",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "952d20a2-bc59-4a68-eb16-f544b65bd41d"
      },
      "source": [
        "sess = gpt2.start_tf_sess()\n",
        "gpt2.load_gpt2(sess, run_name='run1')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Loading checkpoint checkpoint/run1/model-539\n",
            "INFO:tensorflow:Restoring parameters from checkpoint/run1/model-539\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ClJwpF_ACONp"
      },
      "source": [
        "## Generate Text From The Trained Model\n",
        "\n",
        "After you've trained the model or loaded a retrained model from checkpoint, you can now generate text. `generate` generates a single text from the loaded model."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4RNY6RBI9LmL",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "323a00e1-89a5-45d0-8776-f4aedb9c8a92"
      },
      "source": [
        "gpt2.generate(sess, run_name='run1', prefix=\"estamos en un taller\", temperature = 0.4, top_p = 0.90, length = 120, nsamples=3,\n",
        "              batch_size=3)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "estamos en un tallero,\n",
            "todo espero en una luna,\n",
            "espero en una luna…\n",
            "Ya no hay nada,\n",
            "sin saber porque,\n",
            "no hay nada,\n",
            "sin saber…\n",
            "\n",
            "Cielo de mi piel\n",
            "En el que me habrá una luz,\n",
            "y el que me habrá una luz,\n",
            "y el que me habrá una luz,\n",
            "y el que me habrá una luz,\n",
            "y el que me habrá un\n",
            "====================\n",
            "estamos en un tallero…\n",
            "y los que todas las hojas que amas,\n",
            "solo que estoy aquí,\n",
            "que es eres en el aire,\n",
            "solo que es así,\n",
            "solo que es así,\n",
            "solo que es así…\n",
            "\n",
            "(Volver)\n",
            "\n",
            "(Volver)\n",
            "\n",
            "El mar es de tí\n",
            "No te busques,\n",
            "no te busques,\n",
            "no te busques,\n",
            "no te busques,\n",
            "no te busques,\n",
            "no te busques,\n",
            "no te busques\n",
            "====================\n",
            "estamos en un tallero,\n",
            "en una vez,\n",
            "y el viento,\n",
            "se escucha el viento,\n",
            "y yo siempre,\n",
            "ya no hay nada,\n",
            "nos quiere,\n",
            "si tus ojos vienen,\n",
            "en el que es amar…\n",
            "Ya no hay nada,\n",
            "nos quiere,\n",
            "si tus ojos vienen,\n",
            "en el que es amar…\n",
            "Ya no hay nada,\n",
            "nos quiere,\n",
            "si tus ojos vienen,\n",
            "\n",
            "====================\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hsUd_jHgUZnD",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "ecebb091-1b89-42d0-de9c-d0d249817181"
      },
      "source": [
        "model_name = \"124M\"\n",
        "\n",
        "gpt2.download_gpt2(model_name=model_name)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Fetching checkpoint: 1.05Mit [00:00, 223Mit/s]                                                      \n",
            "Fetching encoder.json: 1.05Mit [00:00, 113Mit/s]                                                    \n",
            "Fetching hparams.json: 1.05Mit [00:00, 376Mit/s]                                                    \n",
            "Fetching model.ckpt.data-00000-of-00001: 498Mit [00:05, 88.4Mit/s]                                  \n",
            "Fetching model.ckpt.index: 1.05Mit [00:00, 327Mit/s]                                                \n",
            "Fetching model.ckpt.meta: 1.05Mit [00:00, 200Mit/s]                                                 \n",
            "Fetching vocab.bpe: 1.05Mit [00:00, 212Mit/s]                                                       \n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BAe4NpKNUj2C",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "5ebc1607-755b-415d-a214-92fa4d651518"
      },
      "source": [
        "#sess = gpt2.start_tf_sess()\n",
        "\n",
        "#gpt2.load_gpt2(sess, model_name=model_name)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Loading pretrained model models/124M/model.ckpt\n",
            "INFO:tensorflow:Restoring parameters from models/124M/model.ckpt\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ig-KVgkCDCKD"
      },
      "source": [
        "# Etcetera\n",
        "\n",
        "If the notebook has errors (e.g. GPU Sync Fail), force-kill the Colaboratory virtual machine and restart it with the command below:"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rIHiVP53FnsX"
      },
      "source": [
        "!kill -9 -1"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wmTXWNUygS5E"
      },
      "source": [
        "# LICENSE\n",
        "\n",
        "MIT License\n",
        "\n",
        "Copyright (c) 2019 Max Woolf\n",
        "\n",
        "Permission is hereby granted, free of charge, to any person obtaining a copy\n",
        "of this software and associated documentation files (the \"Software\"), to deal\n",
        "in the Software without restriction, including without limitation the rights\n",
        "to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n",
        "copies of the Software, and to permit persons to whom the Software is\n",
        "furnished to do so, subject to the following conditions:\n",
        "\n",
        "The above copyright notice and this permission notice shall be included in all\n",
        "copies or substantial portions of the Software.\n",
        "\n",
        "THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n",
        "IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n",
        "FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n",
        "AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n",
        "LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n",
        "OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n",
        "SOFTWARE."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "j6-kOZ1j3Au0"
      },
      "source": [
        "# BONUS TRACK"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WYZAmmTzCpZC"
      },
      "source": [
        "## Tokenizer"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hs9UVvWdS2Nm",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "bd0d38aa-5912-44af-aa56-bd6f638116bd"
      },
      "source": [
        "#!pip install tokenizers\n",
        "#!pip install transformers"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: tokenizers in /usr/local/lib/python3.6/dist-packages (0.9.2)\n",
            "Requirement already satisfied: transformers in /usr/local/lib/python3.6/dist-packages (3.4.0)\n",
            "Requirement already satisfied: tokenizers==0.9.2 in /usr/local/lib/python3.6/dist-packages (from transformers) (0.9.2)\n",
            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.6/dist-packages (from transformers) (2019.12.20)\n",
            "Requirement already satisfied: dataclasses; python_version < \"3.7\" in /usr/local/lib/python3.6/dist-packages (from transformers) (0.7)\n",
            "Requirement already satisfied: sentencepiece==0.1.91 in /usr/local/lib/python3.6/dist-packages (from transformers) (0.1.91)\n",
            "Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.6/dist-packages (from transformers) (4.41.1)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.6/dist-packages (from transformers) (3.0.12)\n",
            "Requirement already satisfied: protobuf in /usr/local/lib/python3.6/dist-packages (from transformers) (3.12.4)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.6/dist-packages (from transformers) (2.23.0)\n",
            "Requirement already satisfied: packaging in /usr/local/lib/python3.6/dist-packages (from transformers) (20.4)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from transformers) (1.18.5)\n",
            "Requirement already satisfied: sacremoses in /usr/local/lib/python3.6/dist-packages (from transformers) (0.0.43)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from protobuf->transformers) (50.3.2)\n",
            "Requirement already satisfied: six>=1.9 in /usr/local/lib/python3.6/dist-packages (from protobuf->transformers) (1.15.0)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests->transformers) (2020.6.20)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests->transformers) (1.24.3)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests->transformers) (2.10)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests->transformers) (3.0.4)\n",
            "Requirement already satisfied: pyparsing>=2.0.2 in /usr/local/lib/python3.6/dist-packages (from packaging->transformers) (2.4.7)\n",
            "Requirement already satisfied: joblib in /usr/local/lib/python3.6/dist-packages (from sacremoses->transformers) (0.17.0)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.6/dist-packages (from sacremoses->transformers) (7.1.2)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Qel7GcHv4yGa"
      },
      "source": [
        "import tensorflow as tf\n",
        "from transformers import GPT2Config, TFGPT2LMHeadModel, GPT2Tokenizer\n",
        "tokenizer = GPT2Tokenizer.from_pretrained('gpt2')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tNZgtWOK80-a"
      },
      "source": [
        "with open(file_name) as f:\n",
        "    lines = f.readlines()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bLbyyZs2B7VQ",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "30cf2a23-e230-42ba-b6d5-863b6561ded3"
      },
      "source": [
        "tokenizer.get_vocab()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'!': 0,\n",
              " '\"': 1,\n",
              " '#': 2,\n",
              " '$': 3,\n",
              " '%': 4,\n",
              " '&': 5,\n",
              " \"'\": 6,\n",
              " '(': 7,\n",
              " ')': 8,\n",
              " '*': 9,\n",
              " '+': 10,\n",
              " ',': 11,\n",
              " '-': 12,\n",
              " '.': 13,\n",
              " '/': 14,\n",
              " '0': 15,\n",
              " '1': 16,\n",
              " '2': 17,\n",
              " '3': 18,\n",
              " '4': 19,\n",
              " '5': 20,\n",
              " '6': 21,\n",
              " '7': 22,\n",
              " '8': 23,\n",
              " '9': 24,\n",
              " ':': 25,\n",
              " ';': 26,\n",
              " '<': 27,\n",
              " '=': 28,\n",
              " '>': 29,\n",
              " '?': 30,\n",
              " '@': 31,\n",
              " 'A': 32,\n",
              " 'B': 33,\n",
              " 'C': 34,\n",
              " 'D': 35,\n",
              " 'E': 36,\n",
              " 'F': 37,\n",
              " 'G': 38,\n",
              " 'H': 39,\n",
              " 'I': 40,\n",
              " 'J': 41,\n",
              " 'K': 42,\n",
              " 'L': 43,\n",
              " 'M': 44,\n",
              " 'N': 45,\n",
              " 'O': 46,\n",
              " 'P': 47,\n",
              " 'Q': 48,\n",
              " 'R': 49,\n",
              " 'S': 50,\n",
              " 'T': 51,\n",
              " 'U': 52,\n",
              " 'V': 53,\n",
              " 'W': 54,\n",
              " 'X': 55,\n",
              " 'Y': 56,\n",
              " 'Z': 57,\n",
              " '[': 58,\n",
              " '\\\\': 59,\n",
              " ']': 60,\n",
              " '^': 61,\n",
              " '_': 62,\n",
              " '`': 63,\n",
              " 'a': 64,\n",
              " 'b': 65,\n",
              " 'c': 66,\n",
              " 'd': 67,\n",
              " 'e': 68,\n",
              " 'f': 69,\n",
              " 'g': 70,\n",
              " 'h': 71,\n",
              " 'i': 72,\n",
              " 'j': 73,\n",
              " 'k': 74,\n",
              " 'l': 75,\n",
              " 'm': 76,\n",
              " 'n': 77,\n",
              " 'o': 78,\n",
              " 'p': 79,\n",
              " 'q': 80,\n",
              " 'r': 81,\n",
              " 's': 82,\n",
              " 't': 83,\n",
              " 'u': 84,\n",
              " 'v': 85,\n",
              " 'w': 86,\n",
              " 'x': 87,\n",
              " 'y': 88,\n",
              " 'z': 89,\n",
              " '{': 90,\n",
              " '|': 91,\n",
              " '}': 92,\n",
              " '~': 93,\n",
              " '¡': 94,\n",
              " '¢': 95,\n",
              " '£': 96,\n",
              " '¤': 97,\n",
              " '¥': 98,\n",
              " '¦': 99,\n",
              " '§': 100,\n",
              " '¨': 101,\n",
              " '©': 102,\n",
              " 'ª': 103,\n",
              " '«': 104,\n",
              " '¬': 105,\n",
              " '®': 106,\n",
              " '¯': 107,\n",
              " '°': 108,\n",
              " '±': 109,\n",
              " '²': 110,\n",
              " '³': 111,\n",
              " '´': 112,\n",
              " 'µ': 113,\n",
              " '¶': 114,\n",
              " '·': 115,\n",
              " '¸': 116,\n",
              " '¹': 117,\n",
              " 'º': 118,\n",
              " '»': 119,\n",
              " '¼': 120,\n",
              " '½': 121,\n",
              " '¾': 122,\n",
              " '¿': 123,\n",
              " 'À': 124,\n",
              " 'Á': 125,\n",
              " 'Â': 126,\n",
              " 'Ã': 127,\n",
              " 'Ä': 128,\n",
              " 'Å': 129,\n",
              " 'Æ': 130,\n",
              " 'Ç': 131,\n",
              " 'È': 132,\n",
              " 'É': 133,\n",
              " 'Ê': 134,\n",
              " 'Ë': 135,\n",
              " 'Ì': 136,\n",
              " 'Í': 137,\n",
              " 'Î': 138,\n",
              " 'Ï': 139,\n",
              " 'Ð': 140,\n",
              " 'Ñ': 141,\n",
              " 'Ò': 142,\n",
              " 'Ó': 143,\n",
              " 'Ô': 144,\n",
              " 'Õ': 145,\n",
              " 'Ö': 146,\n",
              " '×': 147,\n",
              " 'Ø': 148,\n",
              " 'Ù': 149,\n",
              " 'Ú': 150,\n",
              " 'Û': 151,\n",
              " 'Ü': 152,\n",
              " 'Ý': 153,\n",
              " 'Þ': 154,\n",
              " 'ß': 155,\n",
              " 'à': 156,\n",
              " 'á': 157,\n",
              " 'â': 158,\n",
              " 'ã': 159,\n",
              " 'ä': 160,\n",
              " 'å': 161,\n",
              " 'æ': 162,\n",
              " 'ç': 163,\n",
              " 'è': 164,\n",
              " 'é': 165,\n",
              " 'ê': 166,\n",
              " 'ë': 167,\n",
              " 'ì': 168,\n",
              " 'í': 169,\n",
              " 'î': 170,\n",
              " 'ï': 171,\n",
              " 'ð': 172,\n",
              " 'ñ': 173,\n",
              " 'ò': 174,\n",
              " 'ó': 175,\n",
              " 'ô': 176,\n",
              " 'õ': 177,\n",
              " 'ö': 178,\n",
              " '÷': 179,\n",
              " 'ø': 180,\n",
              " 'ù': 181,\n",
              " 'ú': 182,\n",
              " 'û': 183,\n",
              " 'ü': 184,\n",
              " 'ý': 185,\n",
              " 'þ': 186,\n",
              " 'ÿ': 187,\n",
              " 'Ā': 188,\n",
              " 'ā': 189,\n",
              " 'Ă': 190,\n",
              " 'ă': 191,\n",
              " 'Ą': 192,\n",
              " 'ą': 193,\n",
              " 'Ć': 194,\n",
              " 'ć': 195,\n",
              " 'Ĉ': 196,\n",
              " 'ĉ': 197,\n",
              " 'Ċ': 198,\n",
              " 'ċ': 199,\n",
              " 'Č': 200,\n",
              " 'č': 201,\n",
              " 'Ď': 202,\n",
              " 'ď': 203,\n",
              " 'Đ': 204,\n",
              " 'đ': 205,\n",
              " 'Ē': 206,\n",
              " 'ē': 207,\n",
              " 'Ĕ': 208,\n",
              " 'ĕ': 209,\n",
              " 'Ė': 210,\n",
              " 'ė': 211,\n",
              " 'Ę': 212,\n",
              " 'ę': 213,\n",
              " 'Ě': 214,\n",
              " 'ě': 215,\n",
              " 'Ĝ': 216,\n",
              " 'ĝ': 217,\n",
              " 'Ğ': 218,\n",
              " 'ğ': 219,\n",
              " 'Ġ': 220,\n",
              " 'ġ': 221,\n",
              " 'Ģ': 222,\n",
              " 'ģ': 223,\n",
              " 'Ĥ': 224,\n",
              " 'ĥ': 225,\n",
              " 'Ħ': 226,\n",
              " 'ħ': 227,\n",
              " 'Ĩ': 228,\n",
              " 'ĩ': 229,\n",
              " 'Ī': 230,\n",
              " 'ī': 231,\n",
              " 'Ĭ': 232,\n",
              " 'ĭ': 233,\n",
              " 'Į': 234,\n",
              " 'į': 235,\n",
              " 'İ': 236,\n",
              " 'ı': 237,\n",
              " 'Ĳ': 238,\n",
              " 'ĳ': 239,\n",
              " 'Ĵ': 240,\n",
              " 'ĵ': 241,\n",
              " 'Ķ': 242,\n",
              " 'ķ': 243,\n",
              " 'ĸ': 244,\n",
              " 'Ĺ': 245,\n",
              " 'ĺ': 246,\n",
              " 'Ļ': 247,\n",
              " 'ļ': 248,\n",
              " 'Ľ': 249,\n",
              " 'ľ': 250,\n",
              " 'Ŀ': 251,\n",
              " 'ŀ': 252,\n",
              " 'Ł': 253,\n",
              " 'ł': 254,\n",
              " 'Ń': 255,\n",
              " 'Ġt': 256,\n",
              " 'Ġa': 257,\n",
              " 'he': 258,\n",
              " 'in': 259,\n",
              " 're': 260,\n",
              " 'on': 261,\n",
              " 'Ġthe': 262,\n",
              " 'er': 263,\n",
              " 'Ġs': 264,\n",
              " 'at': 265,\n",
              " 'Ġw': 266,\n",
              " 'Ġo': 267,\n",
              " 'en': 268,\n",
              " 'Ġc': 269,\n",
              " 'it': 270,\n",
              " 'is': 271,\n",
              " 'an': 272,\n",
              " 'or': 273,\n",
              " 'es': 274,\n",
              " 'Ġb': 275,\n",
              " 'ed': 276,\n",
              " 'Ġf': 277,\n",
              " 'ing': 278,\n",
              " 'Ġp': 279,\n",
              " 'ou': 280,\n",
              " 'Ġan': 281,\n",
              " 'al': 282,\n",
              " 'ar': 283,\n",
              " 'Ġto': 284,\n",
              " 'Ġm': 285,\n",
              " 'Ġof': 286,\n",
              " 'Ġin': 287,\n",
              " 'Ġd': 288,\n",
              " 'Ġh': 289,\n",
              " 'Ġand': 290,\n",
              " 'ic': 291,\n",
              " 'as': 292,\n",
              " 'le': 293,\n",
              " 'Ġth': 294,\n",
              " 'ion': 295,\n",
              " 'om': 296,\n",
              " 'll': 297,\n",
              " 'ent': 298,\n",
              " 'Ġn': 299,\n",
              " 'Ġl': 300,\n",
              " 'st': 301,\n",
              " 'Ġre': 302,\n",
              " 've': 303,\n",
              " 'Ġe': 304,\n",
              " 'ro': 305,\n",
              " 'ly': 306,\n",
              " 'Ġbe': 307,\n",
              " 'Ġg': 308,\n",
              " 'ĠT': 309,\n",
              " 'ct': 310,\n",
              " 'ĠS': 311,\n",
              " 'id': 312,\n",
              " 'ot': 313,\n",
              " 'ĠI': 314,\n",
              " 'ut': 315,\n",
              " 'et': 316,\n",
              " 'ĠA': 317,\n",
              " 'Ġis': 318,\n",
              " 'Ġon': 319,\n",
              " 'im': 320,\n",
              " 'am': 321,\n",
              " 'ow': 322,\n",
              " 'ay': 323,\n",
              " 'ad': 324,\n",
              " 'se': 325,\n",
              " 'Ġthat': 326,\n",
              " 'ĠC': 327,\n",
              " 'ig': 328,\n",
              " 'Ġfor': 329,\n",
              " 'ac': 330,\n",
              " 'Ġy': 331,\n",
              " 'ver': 332,\n",
              " 'ur': 333,\n",
              " 'Ġu': 334,\n",
              " 'ld': 335,\n",
              " 'Ġst': 336,\n",
              " 'ĠM': 337,\n",
              " \"'s\": 338,\n",
              " 'Ġhe': 339,\n",
              " 'Ġit': 340,\n",
              " 'ation': 341,\n",
              " 'ith': 342,\n",
              " 'ir': 343,\n",
              " 'ce': 344,\n",
              " 'Ġyou': 345,\n",
              " 'il': 346,\n",
              " 'ĠB': 347,\n",
              " 'Ġwh': 348,\n",
              " 'ol': 349,\n",
              " 'ĠP': 350,\n",
              " 'Ġwith': 351,\n",
              " 'Ġ1': 352,\n",
              " 'ter': 353,\n",
              " 'ch': 354,\n",
              " 'Ġas': 355,\n",
              " 'Ġwe': 356,\n",
              " 'Ġ(': 357,\n",
              " 'nd': 358,\n",
              " 'ill': 359,\n",
              " 'ĠD': 360,\n",
              " 'if': 361,\n",
              " 'Ġ2': 362,\n",
              " 'ag': 363,\n",
              " 'ers': 364,\n",
              " 'ke': 365,\n",
              " 'Ġ\"': 366,\n",
              " 'ĠH': 367,\n",
              " 'em': 368,\n",
              " 'Ġcon': 369,\n",
              " 'ĠW': 370,\n",
              " 'ĠR': 371,\n",
              " 'her': 372,\n",
              " 'Ġwas': 373,\n",
              " 'Ġr': 374,\n",
              " 'od': 375,\n",
              " 'ĠF': 376,\n",
              " 'ul': 377,\n",
              " 'ate': 378,\n",
              " 'Ġat': 379,\n",
              " 'ri': 380,\n",
              " 'pp': 381,\n",
              " 'ore': 382,\n",
              " 'ĠThe': 383,\n",
              " 'Ġse': 384,\n",
              " 'us': 385,\n",
              " 'Ġpro': 386,\n",
              " 'Ġha': 387,\n",
              " 'um': 388,\n",
              " 'Ġare': 389,\n",
              " 'Ġde': 390,\n",
              " 'ain': 391,\n",
              " 'and': 392,\n",
              " 'Ġor': 393,\n",
              " 'igh': 394,\n",
              " 'est': 395,\n",
              " 'ist': 396,\n",
              " 'ab': 397,\n",
              " 'rom': 398,\n",
              " 'ĠN': 399,\n",
              " 'th': 400,\n",
              " 'Ġcom': 401,\n",
              " 'ĠG': 402,\n",
              " 'un': 403,\n",
              " 'op': 404,\n",
              " '00': 405,\n",
              " 'ĠL': 406,\n",
              " 'Ġnot': 407,\n",
              " 'ess': 408,\n",
              " 'Ġex': 409,\n",
              " 'Ġv': 410,\n",
              " 'res': 411,\n",
              " 'ĠE': 412,\n",
              " 'ew': 413,\n",
              " 'ity': 414,\n",
              " 'ant': 415,\n",
              " 'Ġby': 416,\n",
              " 'el': 417,\n",
              " 'os': 418,\n",
              " 'ort': 419,\n",
              " 'oc': 420,\n",
              " 'qu': 421,\n",
              " 'Ġfrom': 422,\n",
              " 'Ġhave': 423,\n",
              " 'Ġsu': 424,\n",
              " 'ive': 425,\n",
              " 'ould': 426,\n",
              " 'Ġsh': 427,\n",
              " 'Ġthis': 428,\n",
              " 'nt': 429,\n",
              " 'ra': 430,\n",
              " 'pe': 431,\n",
              " 'ight': 432,\n",
              " 'art': 433,\n",
              " 'ment': 434,\n",
              " 'Ġal': 435,\n",
              " 'ust': 436,\n",
              " 'end': 437,\n",
              " '--': 438,\n",
              " 'all': 439,\n",
              " 'ĠO': 440,\n",
              " 'ack': 441,\n",
              " 'Ġch': 442,\n",
              " 'Ġle': 443,\n",
              " 'ies': 444,\n",
              " 'red': 445,\n",
              " 'ard': 446,\n",
              " 'âĢ': 447,\n",
              " 'out': 448,\n",
              " 'ĠJ': 449,\n",
              " 'Ġab': 450,\n",
              " 'ear': 451,\n",
              " 'iv': 452,\n",
              " 'ally': 453,\n",
              " 'our': 454,\n",
              " 'ost': 455,\n",
              " 'gh': 456,\n",
              " 'pt': 457,\n",
              " 'Ġpl': 458,\n",
              " 'ast': 459,\n",
              " 'Ġcan': 460,\n",
              " 'ak': 461,\n",
              " 'ome': 462,\n",
              " 'ud': 463,\n",
              " 'The': 464,\n",
              " 'Ġhis': 465,\n",
              " 'Ġdo': 466,\n",
              " 'Ġgo': 467,\n",
              " 'Ġhas': 468,\n",
              " 'ge': 469,\n",
              " \"'t\": 470,\n",
              " 'ĠU': 471,\n",
              " 'rou': 472,\n",
              " 'Ġsa': 473,\n",
              " 'Ġj': 474,\n",
              " 'Ġbut': 475,\n",
              " 'Ġwor': 476,\n",
              " 'Ġall': 477,\n",
              " 'ect': 478,\n",
              " 'Ġk': 479,\n",
              " 'ame': 480,\n",
              " 'Ġwill': 481,\n",
              " 'ok': 482,\n",
              " 'Ġwhe': 483,\n",
              " 'Ġthey': 484,\n",
              " 'ide': 485,\n",
              " '01': 486,\n",
              " 'ff': 487,\n",
              " 'ich': 488,\n",
              " 'pl': 489,\n",
              " 'ther': 490,\n",
              " 'Ġtr': 491,\n",
              " '..': 492,\n",
              " 'Ġint': 493,\n",
              " 'ie': 494,\n",
              " 'ure': 495,\n",
              " 'age': 496,\n",
              " 'Ġne': 497,\n",
              " 'ial': 498,\n",
              " 'ap': 499,\n",
              " 'ine': 500,\n",
              " 'ice': 501,\n",
              " 'Ġme': 502,\n",
              " 'Ġout': 503,\n",
              " 'ans': 504,\n",
              " 'one': 505,\n",
              " 'ong': 506,\n",
              " 'ions': 507,\n",
              " 'Ġwho': 508,\n",
              " 'ĠK': 509,\n",
              " 'Ġup': 510,\n",
              " 'Ġtheir': 511,\n",
              " 'Ġad': 512,\n",
              " 'Ġ3': 513,\n",
              " 'Ġus': 514,\n",
              " 'ated': 515,\n",
              " 'ous': 516,\n",
              " 'Ġmore': 517,\n",
              " 'ue': 518,\n",
              " 'og': 519,\n",
              " 'ĠSt': 520,\n",
              " 'ind': 521,\n",
              " 'ike': 522,\n",
              " 'Ġso': 523,\n",
              " 'ime': 524,\n",
              " 'per': 525,\n",
              " '.\"': 526,\n",
              " 'ber': 527,\n",
              " 'iz': 528,\n",
              " 'act': 529,\n",
              " 'Ġone': 530,\n",
              " 'Ġsaid': 531,\n",
              " 'Ġ-': 532,\n",
              " 'are': 533,\n",
              " 'Ġyour': 534,\n",
              " 'cc': 535,\n",
              " 'ĠTh': 536,\n",
              " 'Ġcl': 537,\n",
              " 'ep': 538,\n",
              " 'ake': 539,\n",
              " 'able': 540,\n",
              " 'ip': 541,\n",
              " 'Ġcont': 542,\n",
              " 'Ġwhich': 543,\n",
              " 'ia': 544,\n",
              " 'Ġim': 545,\n",
              " 'Ġabout': 546,\n",
              " 'Ġwere': 547,\n",
              " 'very': 548,\n",
              " 'ub': 549,\n",
              " 'Ġhad': 550,\n",
              " 'Ġen': 551,\n",
              " 'Ġcomp': 552,\n",
              " ',\"': 553,\n",
              " 'ĠIn': 554,\n",
              " 'Ġun': 555,\n",
              " 'Ġag': 556,\n",
              " 'ire': 557,\n",
              " 'ace': 558,\n",
              " 'au': 559,\n",
              " 'ary': 560,\n",
              " 'Ġwould': 561,\n",
              " 'ass': 562,\n",
              " 'ry': 563,\n",
              " 'ĠâĢ': 564,\n",
              " 'cl': 565,\n",
              " 'ook': 566,\n",
              " 'ere': 567,\n",
              " 'so': 568,\n",
              " 'ĠV': 569,\n",
              " 'ign': 570,\n",
              " 'ib': 571,\n",
              " 'Ġoff': 572,\n",
              " 'Ġte': 573,\n",
              " 'ven': 574,\n",
              " 'ĠY': 575,\n",
              " 'ile': 576,\n",
              " 'ose': 577,\n",
              " 'ite': 578,\n",
              " 'orm': 579,\n",
              " 'Ġ201': 580,\n",
              " 'Ġres': 581,\n",
              " 'Ġman': 582,\n",
              " 'Ġper': 583,\n",
              " 'Ġother': 584,\n",
              " 'ord': 585,\n",
              " 'ult': 586,\n",
              " 'Ġbeen': 587,\n",
              " 'Ġlike': 588,\n",
              " 'ase': 589,\n",
              " 'ance': 590,\n",
              " 'ks': 591,\n",
              " 'ays': 592,\n",
              " 'own': 593,\n",
              " 'ence': 594,\n",
              " 'Ġdis': 595,\n",
              " 'ction': 596,\n",
              " 'Ġany': 597,\n",
              " 'Ġapp': 598,\n",
              " 'Ġsp': 599,\n",
              " 'int': 600,\n",
              " 'ress': 601,\n",
              " 'ations': 602,\n",
              " 'ail': 603,\n",
              " 'Ġ4': 604,\n",
              " 'ical': 605,\n",
              " 'Ġthem': 606,\n",
              " 'Ġher': 607,\n",
              " 'ount': 608,\n",
              " 'ĠCh': 609,\n",
              " 'Ġar': 610,\n",
              " 'Ġif': 611,\n",
              " 'Ġthere': 612,\n",
              " 'Ġpe': 613,\n",
              " 'Ġyear': 614,\n",
              " 'av': 615,\n",
              " 'Ġmy': 616,\n",
              " 'Ġsome': 617,\n",
              " 'Ġwhen': 618,\n",
              " 'ough': 619,\n",
              " 'ach': 620,\n",
              " 'Ġthan': 621,\n",
              " 'ru': 622,\n",
              " 'ond': 623,\n",
              " 'ick': 624,\n",
              " 'Ġover': 625,\n",
              " 'vel': 626,\n",
              " 'Ġqu': 627,\n",
              " 'ĊĊ': 628,\n",
              " 'Ġsc': 629,\n",
              " 'reat': 630,\n",
              " 'ree': 631,\n",
              " 'ĠIt': 632,\n",
              " 'ound': 633,\n",
              " 'port': 634,\n",
              " 'Ġalso': 635,\n",
              " 'Ġpart': 636,\n",
              " 'fter': 637,\n",
              " 'Ġkn': 638,\n",
              " 'Ġbec': 639,\n",
              " 'Ġtime': 640,\n",
              " 'ens': 641,\n",
              " 'Ġ5': 642,\n",
              " 'ople': 643,\n",
              " 'Ġwhat': 644,\n",
              " 'Ġno': 645,\n",
              " 'du': 646,\n",
              " 'mer': 647,\n",
              " 'ang': 648,\n",
              " 'Ġnew': 649,\n",
              " '----': 650,\n",
              " 'Ġget': 651,\n",
              " 'ory': 652,\n",
              " 'ition': 653,\n",
              " 'ings': 654,\n",
              " 'Ġjust': 655,\n",
              " 'Ġinto': 656,\n",
              " 'Ġ0': 657,\n",
              " 'ents': 658,\n",
              " 'ove': 659,\n",
              " 'te': 660,\n",
              " 'Ġpeople': 661,\n",
              " 'Ġpre': 662,\n",
              " 'Ġits': 663,\n",
              " 'Ġrec': 664,\n",
              " 'Ġtw': 665,\n",
              " 'ian': 666,\n",
              " 'irst': 667,\n",
              " 'ark': 668,\n",
              " 'ors': 669,\n",
              " 'Ġwork': 670,\n",
              " 'ade': 671,\n",
              " 'ob': 672,\n",
              " 'Ġshe': 673,\n",
              " 'Ġour': 674,\n",
              " 'wn': 675,\n",
              " 'ink': 676,\n",
              " 'lic': 677,\n",
              " 'Ġ19': 678,\n",
              " 'ĠHe': 679,\n",
              " 'ish': 680,\n",
              " 'nder': 681,\n",
              " 'ause': 682,\n",
              " 'Ġhim': 683,\n",
              " 'ons': 684,\n",
              " 'Ġ[': 685,\n",
              " 'Ġro': 686,\n",
              " 'form': 687,\n",
              " 'ild': 688,\n",
              " 'ates': 689,\n",
              " 'vers': 690,\n",
              " 'Ġonly': 691,\n",
              " 'oll': 692,\n",
              " 'Ġspe': 693,\n",
              " 'ck': 694,\n",
              " 'ell': 695,\n",
              " 'amp': 696,\n",
              " 'Ġacc': 697,\n",
              " 'Ġbl': 698,\n",
              " 'ious': 699,\n",
              " 'urn': 700,\n",
              " 'ft': 701,\n",
              " 'ood': 702,\n",
              " 'Ġhow': 703,\n",
              " 'hed': 704,\n",
              " \"Ġ'\": 705,\n",
              " 'Ġafter': 706,\n",
              " 'aw': 707,\n",
              " 'Ġatt': 708,\n",
              " 'ov': 709,\n",
              " 'ne': 710,\n",
              " 'Ġplay': 711,\n",
              " 'erv': 712,\n",
              " 'ict': 713,\n",
              " 'Ġcould': 714,\n",
              " 'itt': 715,\n",
              " 'Ġam': 716,\n",
              " 'Ġfirst': 717,\n",
              " 'Ġ6': 718,\n",
              " 'Ġact': 719,\n",
              " 'Ġ$': 720,\n",
              " 'ec': 721,\n",
              " 'hing': 722,\n",
              " 'ual': 723,\n",
              " 'ull': 724,\n",
              " 'Ġcomm': 725,\n",
              " 'oy': 726,\n",
              " 'old': 727,\n",
              " 'ces': 728,\n",
              " 'ater': 729,\n",
              " 'Ġfe': 730,\n",
              " 'Ġbet': 731,\n",
              " 'we': 732,\n",
              " 'iff': 733,\n",
              " 'Ġtwo': 734,\n",
              " 'ock': 735,\n",
              " 'Ġback': 736,\n",
              " ').': 737,\n",
              " 'ident': 738,\n",
              " 'Ġunder': 739,\n",
              " 'rough': 740,\n",
              " 'sel': 741,\n",
              " 'xt': 742,\n",
              " 'Ġmay': 743,\n",
              " 'round': 744,\n",
              " 'Ġpo': 745,\n",
              " 'ph': 746,\n",
              " 'iss': 747,\n",
              " 'Ġdes': 748,\n",
              " 'Ġmost': 749,\n",
              " 'Ġdid': 750,\n",
              " 'Ġadd': 751,\n",
              " 'ject': 752,\n",
              " 'Ġinc': 753,\n",
              " 'fore': 754,\n",
              " 'Ġpol': 755,\n",
              " 'ont': 756,\n",
              " 'Ġagain': 757,\n",
              " 'clud': 758,\n",
              " 'tern': 759,\n",
              " 'Ġknow': 760,\n",
              " 'Ġneed': 761,\n",
              " 'Ġcons': 762,\n",
              " 'Ġco': 763,\n",
              " 'Ġ.': 764,\n",
              " 'Ġwant': 765,\n",
              " 'Ġsee': 766,\n",
              " 'Ġ7': 767,\n",
              " 'ning': 768,\n",
              " 'iew': 769,\n",
              " 'ĠThis': 770,\n",
              " 'ced': 771,\n",
              " 'Ġeven': 772,\n",
              " 'Ġind': 773,\n",
              " 'ty': 774,\n",
              " 'ĠWe': 775,\n",
              " 'ath': 776,\n",
              " 'Ġthese': 777,\n",
              " 'Ġpr': 778,\n",
              " 'Ġuse': 779,\n",
              " 'Ġbecause': 780,\n",
              " 'Ġfl': 781,\n",
              " 'ng': 782,\n",
              " 'Ġnow': 783,\n",
              " 'ĠâĢĵ': 784,\n",
              " 'com': 785,\n",
              " 'ise': 786,\n",
              " 'Ġmake': 787,\n",
              " 'Ġthen': 788,\n",
              " 'ower': 789,\n",
              " 'Ġevery': 790,\n",
              " 'ĠUn': 791,\n",
              " 'Ġsec': 792,\n",
              " 'oss': 793,\n",
              " 'uch': 794,\n",
              " 'Ġem': 795,\n",
              " 'Ġ=': 796,\n",
              " 'ĠRe': 797,\n",
              " 'ied': 798,\n",
              " 'rit': 799,\n",
              " 'Ġinv': 800,\n",
              " 'lect': 801,\n",
              " 'Ġsupp': 802,\n",
              " 'ating': 803,\n",
              " 'Ġlook': 804,\n",
              " 'man': 805,\n",
              " 'pect': 806,\n",
              " 'Ġ8': 807,\n",
              " 'row': 808,\n",
              " 'Ġbu': 809,\n",
              " 'Ġwhere': 810,\n",
              " 'ific': 811,\n",
              " 'Ġyears': 812,\n",
              " 'ily': 813,\n",
              " 'Ġdiff': 814,\n",
              " 'Ġshould': 815,\n",
              " 'Ġrem': 816,\n",
              " 'Th': 817,\n",
              " 'In': 818,\n",
              " 'Ġev': 819,\n",
              " 'day': 820,\n",
              " \"'re\": 821,\n",
              " 'rib': 822,\n",
              " 'Ġrel': 823,\n",
              " 'ss': 824,\n",
              " 'Ġdef': 825,\n",
              " 'Ġright': 826,\n",
              " 'Ġsy': 827,\n",
              " '),': 828,\n",
              " 'les': 829,\n",
              " '000': 830,\n",
              " 'hen': 831,\n",
              " 'Ġthrough': 832,\n",
              " 'ĠTr': 833,\n",
              " '__': 834,\n",
              " 'Ġway': 835,\n",
              " 'Ġdon': 836,\n",
              " 'Ġ,': 837,\n",
              " 'Ġ10': 838,\n",
              " 'ased': 839,\n",
              " 'Ġass': 840,\n",
              " 'ublic': 841,\n",
              " 'Ġreg': 842,\n",
              " 'ĠAnd': 843,\n",
              " 'ix': 844,\n",
              " 'Ġvery': 845,\n",
              " 'Ġinclud': 846,\n",
              " 'other': 847,\n",
              " 'Ġimp': 848,\n",
              " 'oth': 849,\n",
              " 'Ġsub': 850,\n",
              " 'ĠâĢĶ': 851,\n",
              " 'Ġbeing': 852,\n",
              " 'arg': 853,\n",
              " 'ĠWh': 854,\n",
              " '==': 855,\n",
              " 'ible': 856,\n",
              " 'Ġdoes': 857,\n",
              " 'ange': 858,\n",
              " 'ram': 859,\n",
              " 'Ġ9': 860,\n",
              " 'ert': 861,\n",
              " 'ps': 862,\n",
              " 'ited': 863,\n",
              " 'ational': 864,\n",
              " 'Ġbr': 865,\n",
              " 'Ġdown': 866,\n",
              " 'Ġmany': 867,\n",
              " 'aking': 868,\n",
              " 'Ġcall': 869,\n",
              " 'uring': 870,\n",
              " 'ities': 871,\n",
              " 'Ġph': 872,\n",
              " 'ics': 873,\n",
              " 'als': 874,\n",
              " 'Ġdec': 875,\n",
              " 'ative': 876,\n",
              " 'ener': 877,\n",
              " 'Ġbefore': 878,\n",
              " 'ility': 879,\n",
              " 'Ġwell': 880,\n",
              " 'Ġmuch': 881,\n",
              " 'erson': 882,\n",
              " 'Ġthose': 883,\n",
              " 'Ġsuch': 884,\n",
              " 'Ġke': 885,\n",
              " 'Ġend': 886,\n",
              " 'ĠBut': 887,\n",
              " 'ason': 888,\n",
              " 'ting': 889,\n",
              " 'Ġlong': 890,\n",
              " 'ef': 891,\n",
              " 'Ġthink': 892,\n",
              " 'ys': 893,\n",
              " 'Ġbel': 894,\n",
              " 'Ġsm': 895,\n",
              " 'its': 896,\n",
              " 'ax': 897,\n",
              " 'Ġown': 898,\n",
              " 'Ġprov': 899,\n",
              " 'Ġset': 900,\n",
              " 'ife': 901,\n",
              " 'ments': 902,\n",
              " 'ble': 903,\n",
              " 'ward': 904,\n",
              " 'Ġshow': 905,\n",
              " 'Ġpres': 906,\n",
              " 'ms': 907,\n",
              " 'omet': 908,\n",
              " 'Ġob': 909,\n",
              " 'Ġsay': 910,\n",
              " 'ĠSh': 911,\n",
              " 'ts': 912,\n",
              " 'ful': 913,\n",
              " 'Ġeff': 914,\n",
              " 'Ġgu': 915,\n",
              " 'Ġinst': 916,\n",
              " 'und': 917,\n",
              " 'ren': 918,\n",
              " 'cess': 919,\n",
              " 'Ġent': 920,\n",
              " 'ĠYou': 921,\n",
              " 'Ġgood': 922,\n",
              " 'Ġstart': 923,\n",
              " 'ince': 924,\n",
              " 'Ġmade': 925,\n",
              " 'tt': 926,\n",
              " 'stem': 927,\n",
              " 'olog': 928,\n",
              " 'up': 929,\n",
              " 'Ġ|': 930,\n",
              " 'ump': 931,\n",
              " 'Ġhel': 932,\n",
              " 'vern': 933,\n",
              " 'ular': 934,\n",
              " 'ually': 935,\n",
              " 'Ġac': 936,\n",
              " 'Ġmon': 937,\n",
              " 'Ġlast': 938,\n",
              " 'Ġ200': 939,\n",
              " '10': 940,\n",
              " 'Ġstud': 941,\n",
              " 'ures': 942,\n",
              " 'ĠAr': 943,\n",
              " 'self': 944,\n",
              " 'ars': 945,\n",
              " 'meric': 946,\n",
              " 'ues': 947,\n",
              " 'cy': 948,\n",
              " 'Ġmin': 949,\n",
              " 'ollow': 950,\n",
              " 'Ġcol': 951,\n",
              " 'io': 952,\n",
              " 'Ġmod': 953,\n",
              " 'Ġcount': 954,\n",
              " 'ĠCom': 955,\n",
              " 'hes': 956,\n",
              " 'Ġfin': 957,\n",
              " 'air': 958,\n",
              " 'ier': 959,\n",
              " 'âĢĶ': 960,\n",
              " 'read': 961,\n",
              " 'ank': 962,\n",
              " 'atch': 963,\n",
              " 'ever': 964,\n",
              " 'Ġstr': 965,\n",
              " 'Ġpoint': 966,\n",
              " 'ork': 967,\n",
              " 'ĠNew': 968,\n",
              " 'Ġsur': 969,\n",
              " 'ool': 970,\n",
              " 'alk': 971,\n",
              " 'ement': 972,\n",
              " 'Ġused': 973,\n",
              " 'ract': 974,\n",
              " 'ween': 975,\n",
              " 'Ġsame': 976,\n",
              " 'oun': 977,\n",
              " 'ĠAl': 978,\n",
              " 'ci': 979,\n",
              " 'Ġdiffere': 980,\n",
              " 'Ġwhile': 981,\n",
              " '--------': 982,\n",
              " 'Ġgame': 983,\n",
              " 'cept': 984,\n",
              " 'Ġsim': 985,\n",
              " '...': 986,\n",
              " 'Ġinter': 987,\n",
              " 'ek': 988,\n",
              " 'Ġreport': 989,\n",
              " 'Ġprodu': 990,\n",
              " 'Ġstill': 991,\n",
              " 'led': 992,\n",
              " 'ah': 993,\n",
              " 'Ġhere': 994,\n",
              " 'Ġworld': 995,\n",
              " 'Ġthough': 996,\n",
              " 'Ġnum': 997,\n",
              " 'arch': 998,\n",
              " 'imes': 999,\n",
              " ...}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 74
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6XgVmpaH-Js6",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "a0b53512-6a90-4a94-c290-085af7ab183b"
      },
      "source": [
        "import tensorflow as tf\n",
        "from transformers import  GPT2Tokenizer\n",
        "tokenizer = GPT2Tokenizer.from_pretrained('gpt2')\n",
        "tokenizer.tokenize(lines[2])"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['Â', '¿', 'ad', 'Ã³', 'nd', 'e', 'Ġvas', '?', 'Ċ']"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 75
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YRzQPhC0-slq",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "ed98b82c-9638-49e8-c677-eb03cdbb3667"
      },
      "source": [
        "line_tokenize = tokenizer.encode (lines[2])\n",
        "line_tokenize"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[126, 123, 324, 10205, 358, 68, 34439, 30, 198]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 76
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4_lgfuz0-59e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "93659f33-8c50-4bfd-e1aa-712caed44ca7"
      },
      "source": [
        "tokenizer.decode (line_tokenize)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'¿adónde vas?\\n'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 77
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "nX1cyJ63AqgP"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HdZ4HqigC2Aa"
      },
      "source": [
        "## Text generation"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ItqebF5oC4zQ"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "a8Y7cgu9ohXP"
      },
      "source": [
        "### **Greedy Search**\n",
        "\n",
        "Greedy search simply selects the word with the highest probability as its next word: $w_t = argmax_{w}P(w | w_{1:t-1})$ at each timestep $t$. The following sketch shows greedy search. \n",
        "\n",
        "![Greedy Search](https://raw.githubusercontent.com/patrickvonplaten/scientific_images/master/greedy_search.png)\n",
        "\n",
        "Starting from the word $\\text{\"The\"}$, the algorithm \n",
        "greedily chooses the next word of highest probability $\\text{\"nice\"}$ and so on, so that the final generated word sequence is $\\text{\"The\", \"nice\", \"woman\"}$ having an overall probability of $0.5 \\times 0.4 = 0.2$.\n",
        "\n",
        "In the following we will generate word sequences using GPT2 on the context $(\\text{\"I\", \"enjoy\", \"walking\", \"with\", \"my\", \"cute\", \"dog\"})$. Let's see how greedy search can be used in `transformers` as follows:"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "QPRFYyF4EgRo"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "g8DnXZ1WiuNd"
      },
      "source": [
        "### **Beam search**\n",
        "\n",
        "Beam search reduces the risk of missing hidden high probability word sequences by keeping the most likely `num_beams` of hypotheses at each time step and eventually choosing the hypothesis that has the overall highest probability. Let's illustrate with `num_beams=2`:\n",
        "\n",
        "![Beam search](https://raw.githubusercontent.com/patrickvonplaten/scientific_images/master/beam_search.png)\n",
        "\n",
        "At time step $1$, besides the most likely hypothesis $\\text{\"The\", \"woman\"}$, beam search also keeps track of the second most likely one $\\text{\"The\", \"dog\"}$. At time step $2$, beam search finds that the word sequence $\\text{\"The\", \"dog\", \"has\"}$ has with $0.36$ a higher probability than $\\text{\"The\", \"nice\", \"woman\"}$, which has $0.2$. Great, it has found the most likely word sequence in our toy example! \n",
        "\n",
        "Beam search will always find an output sequence with higher probability than greedy search, but is not guaranteed to find the most likely output. \n",
        "\n",
        "Let's see how beam search can be used in `transformers`. We set `num_beams > 1` and `early_stopping=True` so that generation is finished when all beam hypotheses reached the EOS token."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xl31JCXLE6GT"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HhLKyfdbsjXc"
      },
      "source": [
        "As can be seen, the five beam hypotheses are only marginally different to each other - which should not be too surprising when using only 5 beams.\n",
        "\n",
        "In open-ended generation, a couple of reasons have recently been brought forward why beam search might not be the best possible option:\n",
        "\n",
        "- Beam search can work very well in tasks where the length of the desired generation is more or less predictable as in machine translation or summarization - see [Murray et al. (2018)](https://arxiv.org/abs/1808.10006) and [Yang et al. (2018)](https://arxiv.org/abs/1808.09582). But this is not the case for open-ended generation where the desired output length can vary greatly, e.g. dialog and story generation.\n",
        "\n",
        "- We have seen that beam search heavily suffers from repetitive generation. This is especially hard to control with *n-gram*- or other penalties in story generation since finding a good trade-off between forced \"no-repetition\" and repeating cycles of identical *n-grams* requires a lot of finetuning.\n",
        "\n",
        "- As argued in [Ari Holtzman et al. (2019)](https://arxiv.org/abs/1904.09751), high quality human language does not follow a distribution of high probability next words. In other words, as humans, we want generated text to surprise us and not to be boring/predictable. The authors show this nicely by plotting the probability, a model would give to human text vs. what beam search does.\n",
        "\n",
        "![alt text](https://blog.fastforwardlabs.com/images/2019/05/Screen_Shot_2019_05_08_at_3_06_36_PM-1557342561886.png)\n",
        "\n",
        "\n",
        "So let's stop being boring and introduce some randomness 🤪."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "unqKQERwFAe3"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "binNTroyzQBu"
      },
      "source": [
        "### **Top-K Sampling**\n",
        "\n",
        "[Fan et. al (2018)](https://arxiv.org/pdf/1805.04833.pdf) introduced a simple, but very powerful sampling scheme, called ***Top-K*** sampling. In *Top-K* sampling, the *K* most likely next words are filtered and the probability mass is redistributed among only those *K* next words. \n",
        "GPT2 adopted this sampling scheme, which was one of the reasons for its success in story generation. \n",
        "\n",
        "We extend the range of words used for both sampling steps in the example above from 3 words to 10 words to better illustrate *Top-K* sampling.\n",
        "\n",
        "![top_k_sampling](https://raw.githubusercontent.com/patrickvonplaten/scientific_images/master/top_k_sampling.png)\n",
        "\n",
        "Having set $K = 6$, in both sampling steps we limit our sampling pool to 6 words. While the 6 most likely words, defined as $V_{\\text{top-K}}$ encompass only *ca.* two-thirds of the whole probability mass in the first step, it includes almost all of the probability mass in the second step. Nevertheless, we see that it successfully eliminates the rather weird candidates $\\text{\"not\", \"the\", \"small\", \"told\"}$ \n",
        "in the second sampling step.\n",
        "\n",
        "\n",
        "Let's see how *Top-K* can be used in the library by setting `top_k=50`:"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9v0wHvLwG3TZ"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ki9LAaexzV3H"
      },
      "source": [
        "### **Top-p (nucleus) sampling**\n",
        "\n",
        "Instead of sampling only from the most likely *K* words, in *Top-p* sampling chooses from the smallest possible set of words whose cumulative probability exceeds the probability *p*. The probability mass is then redistributed among this set of words. This way, the size of the set of words (*a.k.a* the number of words in the set) can dynamically increase and decrease according to the next word's probability distribution. Ok, that was very wordy, let's visualize.\n",
        "\n",
        "![top_p_sampling](https://github.com/patrickvonplaten/scientific_images/blob/master/top_p_sampling.png?raw=true)\n",
        "\n",
        "Having set $p=0.92$, *Top-p* sampling picks the *minimum* number of words to exceed together $p=92\\%$ of the probability mass, defined as $V_{\\text{top-p}}$. In the first example, this included the 9 most likely words, whereas it only has to pick the top 3 words in the second example to exceed 92%. Quite simple actually! It can be seen that it keeps a wide range of words where the next word is arguably less predictable, *e.g.* $P(w | \\text{\"The\"})$, and only a few words when the next word seems more predictable, *e.g.* $P(w | \\text{\"The\", \"car\"})$.\n",
        "\n",
        "Alright, time to check it out in `transformers`!\n",
        "We activate *Top-p* sampling by setting `0 < top_p < 1`:"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WDcG5DtrHBT_"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}