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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,38 @@ | ||
| precision: bf16-true | ||
| devices: 4 | ||
| resume: false | ||
| seed: 1337 | ||
| data: | ||
| class_path: lit_gpt.data.AlpacaGPT4 | ||
| init_args: | ||
| mask_prompt: false | ||
| test_split_fraction: 0.03847 | ||
| ignore_index: -1 | ||
| seed: 42 | ||
| num_workers: 4 | ||
| download_dir: data/alpacagpt4 | ||
| file_url: https://raw.githubusercontent.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM/main/data/alpaca_gpt4_data.json | ||
| file_name: alpacagpt4_data_cleaned_archive.json | ||
| checkpoint_dir: checkpoints/meta-llama/Llama-2-7b-hf | ||
| out_dir: out/finetune/full-llama2-7b-alpaca | ||
| train: | ||
| save_interval: 200 | ||
| log_interval: 1 | ||
| global_batch_size: 64 | ||
| micro_batch_size: 4 | ||
| lr_warmup_steps: 25 | ||
| epochs: 1 | ||
| max_tokens: null | ||
| max_steps: null | ||
| max_seq_length: 512 | ||
| tie_embeddings: null | ||
| learning_rate: 0.0002 | ||
| weight_decay: 0.1 | ||
| beta1: 0.9 | ||
| beta2: 0.95 | ||
| max_norm: null | ||
| min_lr: 6.0e-05 | ||
| eval: | ||
| interval: 100 | ||
| max_new_tokens: 100 | ||
| max_iters: 100 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| precision: bf16-true | ||
| devices: 4 | ||
| resume: false | ||
| seed: 1337 | ||
| data: | ||
| class_path: lit_gpt.data.Deita | ||
| init_args: | ||
| mask_prompt: false | ||
| ignore_index: -1 | ||
| seed: 42 | ||
| num_workers: 4 | ||
| include_multiturn_conversations: false | ||
| download_dir: data/deita | ||
| repo_id: HuggingFaceH4/deita-10k-v0-sft | ||
| checkpoint_dir: checkpoints/meta-llama/Llama-2-7b-hf | ||
| out_dir: out/finetune/full-llama2-7b-deita | ||
| train: | ||
| save_interval: 200 | ||
| log_interval: 1 | ||
| global_batch_size: 64 | ||
| micro_batch_size: 4 | ||
| lr_warmup_steps: 25 | ||
| epochs: 3 | ||
| max_tokens: null | ||
| max_steps: null | ||
| max_seq_length: 1024 | ||
| tie_embeddings: null | ||
| learning_rate: 5.0e-05 | ||
| weight_decay: 0.02 | ||
| beta1: 0.9 | ||
| beta2: 0.95 | ||
| max_norm: null | ||
| min_lr: 6.0e-05 | ||
| eval: | ||
| interval: 100 | ||
| max_new_tokens: 100 | ||
| max_iters: 100 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,38 @@ | ||
| precision: bf16-true | ||
| devices: 1 | ||
| resume: false | ||
| seed: 1337 | ||
| data: | ||
| class_path: lit_gpt.data.AlpacaGPT4 | ||
| init_args: | ||
| mask_prompt: false | ||
| test_split_fraction: 0.03847 | ||
| ignore_index: -1 | ||
| seed: 42 | ||
| num_workers: 4 | ||
| download_dir: data/alpacagpt4 | ||
| file_url: https://raw.githubusercontent.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM/main/data/alpaca_gpt4_data.json | ||
| file_name: alpacagpt4_data_cleaned_archive.json | ||
| checkpoint_dir: checkpoints/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T | ||
| out_dir: out/finetune/full-tinyllama-alpacagpt4 | ||
| train: | ||
| save_interval: 200 | ||
| log_interval: 1 | ||
| global_batch_size: 64 | ||
| micro_batch_size: 16 | ||
| lr_warmup_steps: 100 | ||
| epochs: 2 | ||
| max_tokens: null | ||
| max_steps: null | ||
| max_seq_length: 512 | ||
| tie_embeddings: null | ||
| learning_rate: 5.0e-05 | ||
| weight_decay: 0.02 | ||
| beta1: 0.9 | ||
| beta2: 0.95 | ||
| max_norm: null | ||
| min_lr: 6.0e-05 | ||
| eval: | ||
| interval: 100 | ||
| max_new_tokens: 100 | ||
| max_iters: 100 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| precision: bf16-true | ||
| devices: 1 | ||
| resume: false | ||
| seed: 1337 | ||
| data: | ||
| class_path: lit_gpt.data.Deita | ||
| init_args: | ||
| mask_prompt: false | ||
| ignore_index: -1 | ||
| seed: 42 | ||
| num_workers: 4 | ||
| include_multiturn_conversations: false | ||
| download_dir: data/deita | ||
| repo_id: HuggingFaceH4/deita-10k-v0-sft | ||
| checkpoint_dir: checkpoints/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T | ||
| out_dir: out/finetune/full-tinyllama-deita | ||
| train: | ||
| save_interval: 200 | ||
| log_interval: 1 | ||
| global_batch_size: 64 | ||
| micro_batch_size: 4 | ||
| lr_warmup_steps: 100 | ||
| epochs: 2 | ||
| max_tokens: null | ||
| max_steps: null | ||
| max_seq_length: 1024 | ||
| tie_embeddings: null | ||
| learning_rate: 5.0e-05 | ||
| weight_decay: 0.02 | ||
| beta1: 0.9 | ||
| beta2: 0.95 | ||
| max_norm: null | ||
| min_lr: 6.0e-05 | ||
| eval: | ||
| interval: 100 | ||
| max_new_tokens: 100 | ||
| max_iters: 100 |