├── .gitignore ├── README.md ├── assets ├── ds_config_zero0.json ├── ds_config_zero1.json ├── ds_config_zero2.json └── ds_config_zero3.json ├── convert_to_ds_params.py ├── finetune_ds_pipeline.py ├── finetune_peft.py ├── finetune_peft_gptq.py ├── finetune_pp.py ├── finetune_pp_peft.py ├── minimal_llama ├── __init__.py ├── deepspeed_pipeline_model.py ├── finetune_basic.py ├── gist │ ├── __init__.py │ ├── convert_fsdp_checkpoint.py │ ├── data │ │ ├── __init__.py │ │ └── p3.py │ ├── finetune.py │ ├── llama_gist.py │ ├── llama_simple3.py │ ├── run_fsdp.py │ └── simple_eval.py ├── gptq │ ├── __init__.py │ └── quant.py ├── hyper │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── hyper_dataset.py │ │ ├── hyper_dataset2.py │ │ ├── hyper_dataset_v2.py │ │ └── ref_msft.py │ ├── eval_hyper_peft.py │ ├── finetune_hyper2_peft_acc.py │ ├── finetune_hyper_peft_acc.py │ ├── finetune_peft.py │ ├── finetune_peft_acc.py │ ├── finetune_qlora_hf.py │ ├── generate_hyper_peft_acc.py │ ├── generate_hyper_peft_old.py │ ├── generate_peft.py │ ├── generate_peft_acc.py │ ├── generate_qlora_hf.py │ ├── generate_simple_acc.py │ ├── hyper1.py │ ├── hyper2.py │ ├── lora_llama.py │ ├── prefix_llama.py │ ├── prefix_makers.py │ ├── simple_fsdp.py │ ├── test_gather.py │ ├── tokenize_data.py │ ├── tokenize_flan.py │ └── tokenize_p3.py ├── hypergrad │ ├── __init__.py │ ├── grad_maker.py │ ├── llama_simple_jvp.py │ └── llama_simple_jvp_peft.py ├── loralayer │ ├── __init__.py │ ├── assets │ │ ├── accelerate_config.yaml │ │ ├── configs │ │ │ ├── all_lora_16.json │ │ │ ├── all_lora_64.json │ │ │ ├── attn_lora_64.json │ │ │ ├── attn_lora_64_mlp_lora_256.json │ │ │ ├── full.json │ │ │ └── mlp_lora_64.json │ │ └── ds_config.json │ ├── lora_llama.py │ ├── lora_llama2.py │ └── train.py ├── model.py ├── neox_data │ ├── data_utils.py │ ├── gpt2_dataset.py │ └── indexed_dataset.py ├── newfancy │ ├── __init__.py │ ├── debugging.py │ ├── fsdp_policies.py │ ├── fsdp_utils.py │ ├── run_fsdp.py │ └── run_fsdp_testing.py ├── pipeline_model.py ├── pref │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ └── p3.py │ ├── downstream_llama.py │ ├── finetune.py │ ├── finetune2.py │ ├── llama_compress.py │ ├── llama_downstream.py │ ├── llama_downstream2.py │ ├── llama_simple.py │ ├── llama_simple2.py │ ├── llama_simple3.py │ ├── llama_simple4.py │ ├── peft.py │ ├── simple_eval_old.py │ ├── tokenize_hyper_p3.py │ └── tokenize_p3.py ├── test_llama_simple3.py ├── tinypar │ ├── __init__.py │ ├── llama.py │ ├── myllama.py │ └── newtinypar.py └── utils │ ├── __init__.py │ ├── bnb_jvp.py │ ├── io_utils.py │ ├── s3_utils.py │ ├── torch_utils.py │ └── zero_to_torch.py ├── scripts └── s3_zero_to_torch.sh ├── tokenize_dataset.py └── tokenize_dataset2.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zphang/minimal-llama/HEAD/.gitignore -------------------------------------------------------------------------------- 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