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mix.exs
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mix.exs
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defmodule Bumblebee.MixProject do
use Mix.Project
@version "0.6.0"
@description "Pre-trained and transformer Neural Network models in Axon"
def project do
[
app: :bumblebee,
version: @version,
description: @description,
name: "Bumblebee",
elixir: "~> 1.14",
elixirc_paths: elixirc_paths(Mix.env()),
start_permanent: Mix.env() == :prod,
deps: deps(),
docs: docs(),
package: package()
]
end
def application do
[
mod: {Bumblebee.Application, []},
extra_applications: [:logger, :inets, :ssl]
]
end
defp elixirc_paths(:test), do: ["lib", "test/support"]
defp elixirc_paths(_), do: ["lib"]
defp deps do
[
{:axon, "~> 0.7.0"},
# {:axon, github: "elixir-nx/axon", override: true},
{:tokenizers, "~> 0.4"},
{:nx, "~> 0.9.0"},
{:exla, ">= 0.0.0", only: [:dev, :test]},
{:torchx, ">= 0.0.0", only: [:dev, :test]},
# {:nx, github: "elixir-nx/nx", sparse: "nx", override: true},
# {:exla, github: "elixir-nx/nx", sparse: "exla", override: true, only: [:dev, :test]},
# {:torchx, github: "elixir-nx/nx", sparse: "torchx", override: true, only: [:dev, :test]},
{:nx_image, "~> 0.1.0"},
{:unpickler, "~> 0.1.0"},
{:safetensors, "~> 0.1.3"},
{:jason, "~> 1.4.0"},
{:unzip, "~> 0.12.0"},
{:progress_bar, "~> 3.0"},
{:stb_image, "~> 0.6.0", only: :test},
{:bypass, "~> 2.1", only: :test},
{:ex_doc, "~> 0.28", only: :dev, runtime: false},
{:nx_signal, "~> 0.2.0"}
]
end
defp docs do
[
main: "Bumblebee",
source_url: "https://github.com/elixir-nx/bumblebee",
source_ref: "v#{@version}",
extras: [
"notebooks/examples.livemd",
"notebooks/stable_diffusion.livemd",
"notebooks/llms.livemd",
"notebooks/llms_rag.livemd",
"notebooks/fine_tuning.livemd"
],
extra_section: "GUIDES",
groups_for_modules: [
Tasks: [
Bumblebee.Audio,
Bumblebee.Text,
Bumblebee.Vision,
Bumblebee.Diffusion.StableDiffusion,
Bumblebee.Diffusion.StableDiffusionControlNet
],
Models: [
Bumblebee.Audio.Whisper,
Bumblebee.Diffusion.ControlNet,
Bumblebee.Diffusion.StableDiffusion.SafetyChecker,
Bumblebee.Diffusion.UNet2DConditional,
Bumblebee.Diffusion.VaeKl,
Bumblebee.Multimodal.Blip,
Bumblebee.Multimodal.Clip,
Bumblebee.Multimodal.LayoutLm,
Bumblebee.Text.Albert,
Bumblebee.Text.Bart,
Bumblebee.Text.Bert,
Bumblebee.Text.Blenderbot,
Bumblebee.Text.BlipText,
Bumblebee.Text.ClipText,
Bumblebee.Text.Distilbert,
Bumblebee.Text.Gemma,
Bumblebee.Text.Gpt2,
Bumblebee.Text.GptBigCode,
Bumblebee.Text.GptNeoX,
Bumblebee.Text.Llama,
Bumblebee.Text.M2m100,
Bumblebee.Text.Mbart,
Bumblebee.Text.Mistral,
Bumblebee.Text.Phi,
Bumblebee.Text.Phi3,
Bumblebee.Text.Roberta,
Bumblebee.Text.T5,
Bumblebee.Vision.BlipVision,
Bumblebee.Vision.ClipVision,
Bumblebee.Vision.ConvNext,
Bumblebee.Vision.Deit,
Bumblebee.Vision.DinoV2,
Bumblebee.Vision.ResNet,
Bumblebee.Vision.Swin,
Bumblebee.Vision.Vit
],
Preprocessors: [
Bumblebee.Audio.WhisperFeaturizer,
Bumblebee.Text.PreTrainedTokenizer,
Bumblebee.Vision.BitFeaturizer,
Bumblebee.Vision.BlipFeaturizer,
Bumblebee.Vision.ClipFeaturizer,
Bumblebee.Vision.ConvNextFeaturizer,
Bumblebee.Vision.DeitFeaturizer,
Bumblebee.Vision.VitFeaturizer
],
Schedulers: [
Bumblebee.Diffusion.DdimScheduler,
Bumblebee.Diffusion.LcmScheduler,
Bumblebee.Diffusion.PndmScheduler
],
Interfaces: [
Bumblebee.Configurable,
Bumblebee.ModelSpec,
Bumblebee.Featurizer,
Bumblebee.Tokenizer,
Bumblebee.Scheduler,
Bumblebee.Text.Generation
],
Other: [
Bumblebee.Text.GenerationConfig,
Bumblebee.Text.WhisperGenerationConfig
]
],
groups_for_docs: [
# Bumblebee
Models: &(&1[:type] == :model),
Featurizers: &(&1[:type] == :featurizer),
Tokenizers: &(&1[:type] == :tokenizer),
Schedulers: &(&1[:type] == :scheduler)
],
before_closing_body_tag: &before_closing_body_tag/1
]
end
def package do
[
licenses: ["Apache-2.0"],
links: %{
"GitHub" => "https://github.com/elixir-nx/bumblebee"
}
]
end
# Add KaTeX integration for rendering math
defp before_closing_body_tag(:html) do
"""
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/katex.min.css" integrity="sha384-t5CR+zwDAROtph0PXGte6ia8heboACF9R5l/DiY+WZ3P2lxNgvJkQk5n7GPvLMYw" crossorigin="anonymous">
<script defer src="https://cdn.jsdelivr.net/npm/[email protected]/dist/katex.min.js" integrity="sha384-FaFLTlohFghEIZkw6VGwmf9ISTubWAVYW8tG8+w2LAIftJEULZABrF9PPFv+tVkH" crossorigin="anonymous"></script>
<script defer src="https://cdn.jsdelivr.net/npm/[email protected]/dist/contrib/auto-render.min.js" integrity="sha384-bHBqxz8fokvgoJ/sc17HODNxa42TlaEhB+w8ZJXTc2nZf1VgEaFZeZvT4Mznfz0v" crossorigin="anonymous"></script>
<script>
document.addEventListener("DOMContentLoaded", function() {
renderMathInElement(document.body, {
delimiters: [
{ left: "$$", right: "$$", display: true },
{ left: "$", right: "$", display: false },
]
});
});
</script>
"""
end
defp before_closing_body_tag(_), do: ""
end