├── .gitignore ├── .gitmodules ├── .hfai └── workspace.yml ├── .hfignore ├── LICENSE ├── Makefile ├── README.md ├── configs ├── accelerate_A6000 │ ├── default_config_ddp.yaml │ ├── default_config_deepspeed_2gpu.yaml │ ├── default_config_deepspeed_ft.yaml │ └── default_config_deepspeed_peft.yaml ├── accelerate_rtx3090 │ ├── default_config_ddp_2gpu_1.yaml │ ├── default_config_deepspeed.yaml │ ├── default_config_deepspeed_2gpu.yaml │ ├── default_config_deepspeed_dev.yaml │ ├── default_config_deepspeed_peft_bf16.yaml │ └── default_config_no_dist.yaml ├── deepspeed │ ├── zero_stage3_config.json │ ├── zero_stage3_offload_ft_config.json │ ├── zero_stage3_offload_peft_config.json │ ├── zero_stage3_offload_peft_config_bf16.json │ └── zero_stage3_offload_peft_config_no_pin.json └── hfai │ ├── default_config_ddp.yaml │ ├── default_config_deepspeed_hfai_ft.yaml │ ├── default_config_deepspeed_hfai_peft.yaml │ └── default_config_deepspeed_mig.yaml ├── examples ├── causal_language_modeling │ ├── accelerate_ds_zero3_cpu_offload_config.yaml │ ├── peft_lora_clm_accelerate_big_model_inference.ipynb │ ├── peft_lora_clm_accelerate_ds_zero3_offload.py │ ├── peft_prefix_tuning_clm.ipynb │ ├── peft_prompt_tuning_clm.ipynb │ └── requirements.txt ├── conditional_generation │ ├── accelerate_ds_zero3_cpu_offload_config.yaml │ ├── peft_lora_seq2seq.ipynb │ ├── peft_lora_seq2seq_accelerate_big_model_inference.ipynb │ ├── peft_lora_seq2seq_accelerate_ds_zero3_offload.py │ ├── peft_lora_seq2seq_accelerate_fsdp.py │ ├── peft_prefix_tuning_seq2seq.ipynb │ └── requirements.txt ├── image_classification │ ├── README.md │ └── image_classification_peft_lora.ipynb ├── int8_training │ ├── Finetune_flan_t5_large_bnb_peft.ipynb │ ├── Finetune_opt_bnb_peft.ipynb │ └── peft_bnb_whisper_large_v2_training.ipynb ├── lora_dreambooth │ ├── colab_notebook.ipynb │ ├── lora_dreambooth_inference.ipynb │ ├── requirements.txt │ └── train_dreambooth.py ├── semantic_segmentation │ ├── README.md │ └── semantic_segmentation_peft_lora.ipynb ├── sequence_classification │ ├── LoRA.ipynb │ ├── P_Tuning.ipynb │ ├── Prompt_Tuning.ipynb │ ├── prefix_tuning.ipynb │ └── requirements.txt └── token_classification │ ├── peft_lora_token_cls.ipynb │ └── requirements.txt ├── expr_analysis ├── expr3_analysis.sh ├── expr_extract.py ├── trainable_hyperparameter_plot.py └── trainable_parameter_plot.py ├── hfai_accelerate.py ├── peft_trainer.py ├── prompt_tuning.py ├── pyproject.toml ├── requirements.txt ├── scripts ├── A6000 │ └── ft_deepspeed.sh ├── RTX3090 │ ├── ft_deepspeed.sh │ └── lora_deepspeed.sh ├── debug │ ├── ddp_debug.sh │ ├── debug_save_load_eval.sh │ ├── debug_train_eval_speed.sh │ ├── deepspeed_debug.sh │ ├── hfai_suspend_test.sh │ └── hfai_test.sh ├── fine_tuning_w_traditional_test.sh ├── ft │ └── deepspeed_ft.sh ├── grid_search_1.sh ├── grid_search_1 │ ├── grid_search_adapter_1.sh │ ├── grid_search_bitfit_1.sh │ ├── grid_search_fine_tuning_1.sh │ ├── grid_search_ia3_1.sh │ ├── grid_search_lora_1.sh │ ├── grid_search_prefix_tuning_1.sh │ └── grid_search_prompt_tuning_1.sh ├── grid_search_1_fine_tuning.sh ├── grid_search_1_lora.sh ├── grid_search_2.sh ├── grid_search_2 │ ├── grid_search_adapter_2.sh │ ├── grid_search_fine_tuning_2.sh │ └── grid_search_lora_2.sh ├── grid_search_3.sh ├── grid_search_3 │ ├── grid_search_adapter_3.sh │ ├── grid_search_fine_tuning_3.sh │ └── grid_search_lora_3.sh ├── hfai │ ├── adapter.sh │ ├── ft.sh │ ├── ft_data.sh │ ├── hp_run.sh │ ├── hyperparameter_search.sh │ ├── lora.sh │ ├── lora_data.sh │ ├── lora_lr.sh │ └── lora_rank.sh ├── hyperparams │ └── run_t5_large_adapt_by_lr.sh ├── lora │ └── run_t5_large_adapt_by_lora_r.sh ├── missing_adapter_w_traditional_test.sh └── util │ ├── hfai_sync_wandb.sh │ ├── keep_push_env.sh │ ├── keep_push_workspace.sh │ ├── non_editable_install.sh │ ├── prepare_data.sh │ ├── save_models.py │ └── upload_model.sh ├── setup.py ├── src └── peft │ ├── __init__.py │ ├── mapping.py │ ├── peft_model.py │ 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