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📜 Add scripts for 64 digits passkey (to reproduce Fig 20-22).
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henryzhongsc
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Oct 5, 2024
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12 changes: 12 additions & 0 deletions
12
...lgraham_passkey/20480words_10x10x3_64digits/baseline/llama3-8b-instruct_rope_theta_32x.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,12 @@ | ||
| output_dir_root=$1 | ||
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| task="paulgraham_passkey" | ||
| dataset="20480words_10x10x3_64digits" | ||
| model="llama3-8b-instruct_rope_theta_32x" | ||
| method="baseline" | ||
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| python pipeline/${method}/main.py \ | ||
| --exp_desc ${task}_${dataset}_${model}_${method} \ | ||
| --pipeline_config_dir config/pipeline_config/${method}/${task}/${model}.json \ | ||
| --eval_config_dir config/eval_config/${task}/${dataset}.json \ | ||
| --output_folder_dir ${output_dir_root}/${task}/${dataset}/${method}/${model}/ |
13 changes: 13 additions & 0 deletions
13
...s/paulgraham_passkey/20480words_10x10x3_64digits/h2o/llama3-8b-instruct_rope_theta_32x.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| compress_ratio=$1 # 2x, 4x, 6x, 8x | ||
| output_dir_root=$2 | ||
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| task="paulgraham_passkey" | ||
| dataset="20480words_10x10x3_64digits" | ||
| model="llama3-8b-instruct_rope_theta_32x" | ||
| method="h2o" | ||
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| python pipeline/${method}/main.py \ | ||
| --exp_desc ${task}_${dataset}_${model}_${method}_${compress_ratio} \ | ||
| --pipeline_config_dir config/pipeline_config/${method}/${task}/${model}/${compress_ratio}.json \ | ||
| --eval_config_dir config/eval_config/${task}/${dataset}.json \ | ||
| --output_folder_dir ${output_dir_root}/${task}/${dataset}/${method}/${model}/${compress_ratio}/ |
13 changes: 13 additions & 0 deletions
13
...0480words_10x10x3_64digits/infllm/llama3-8b-instruct_rope_theta_32x_infinity_model_len.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| compress_ratio=$1 # 2x, 4x, 6x, 8x | ||
| output_dir_root=$2 | ||
|
|
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| task="paulgraham_passkey" | ||
| dataset="20480words_10x10x3_64digits" | ||
| model="llama3-8b-instruct_rope_theta_32x_infinity_model_len" | ||
| method="infllm" | ||
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| python pipeline/inf_stream_llm/main.py \ | ||
| --exp_desc ${task}_${dataset}_${model}_${method}_${compress_ratio} \ | ||
| --pipeline_config_dir config/pipeline_config/${method}/${task}/${model}/${compress_ratio}.json \ | ||
| --eval_config_dir config/eval_config/${task}/${dataset}.json \ | ||
| --output_folder_dir ${output_dir_root}/${task}/${dataset}/${method}/${model}/${compress_ratio}/ |
13 changes: 13 additions & 0 deletions
13
...graham_passkey/20480words_10x10x3_64digits/kivi/2bit/llama3-8b-instruct_rope_theta_32x.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| output_dir_root=$1 | ||
|
|
||
| task="paulgraham_passkey" | ||
| dataset="20480words_10x10x3_64digits" | ||
| model="llama3-8b-instruct_rope_theta_32x" | ||
| method="kivi" | ||
| bits="2bit" | ||
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| python pipeline/${method}/main.py \ | ||
| --exp_desc ${task}_${dataset}_${model}_${method}_${bits} \ | ||
| --pipeline_config_dir config/pipeline_config/${method}/${task}/${bits}/${model}.json \ | ||
| --eval_config_dir config/eval_config/${task}/${dataset}.json \ | ||
| --output_folder_dir ${output_dir_root}/${task}/${dataset}/${method}/${bits}/${model}/ |
13 changes: 13 additions & 0 deletions
13
...graham_passkey/20480words_10x10x3_64digits/kivi/4bit/llama3-8b-instruct_rope_theta_32x.sh
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| output_dir_root=$1 | ||
|
|
||
| task="paulgraham_passkey" | ||
| dataset="20480words_10x10x3_64digits" | ||
| model="llama3-8b-instruct_rope_theta_32x" | ||
| method="kivi" | ||
| bits="4bit" | ||
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| python pipeline/${method}/main.py \ | ||
| --exp_desc ${task}_${dataset}_${model}_${method}_${bits} \ | ||
| --pipeline_config_dir config/pipeline_config/${method}/${task}/${bits}/${model}.json \ | ||
| --eval_config_dir config/eval_config/${task}/${dataset}.json \ | ||
| --output_folder_dir ${output_dir_root}/${task}/${dataset}/${method}/${bits}/${model}/ |