path	# lines of code
pyproject.toml	45
src/peft/mixed_model.py	198
src/peft/mapping_func.py	74
src/peft/peft_model.py	2034
src/peft/import_utils.py	114
src/peft/helpers.py	89
src/peft/tuners/poly/layer.py	112
src/peft/tuners/poly/router.py	44
src/peft/tuners/poly/config.py	61
src/peft/tuners/poly/model.py	136
src/peft/tuners/poly/__init__.py	6
src/peft/tuners/adalora/layer.py	249
src/peft/tuners/adalora/config.py	46
src/peft/tuners/adalora/model.py	248
src/peft/tuners/adalora/__init__.py	18
src/peft/tuners/adalora/gptq.py	43
src/peft/tuners/adalora/bnb.py	92
src/peft/tuners/prefix_tuning/config.py	16
src/peft/tuners/prefix_tuning/model.py	26
src/peft/tuners/prefix_tuning/__init__.py	5
src/peft/tuners/hra/layer.py	330
src/peft/tuners/hra/config.py	75
src/peft/tuners/hra/model.py	203
src/peft/tuners/hra/__init__.py	6
src/peft/tuners/multitask_prompt_tuning/config.py	37
src/peft/tuners/multitask_prompt_tuning/model.py	80
src/peft/tuners/multitask_prompt_tuning/__init__.py	7
src/peft/tuners/adaption_prompt/layer.py	71
src/peft/tuners/adaption_prompt/config.py	47
src/peft/tuners/adaption_prompt/utils.py	62
src/peft/tuners/adaption_prompt/model.py	89
src/peft/tuners/adaption_prompt/__init__.py	6
src/peft/tuners/vblora/layer.py	175
src/peft/tuners/vblora/config.py	115
src/peft/tuners/vblora/model.py	279
src/peft/tuners/vblora/__init__.py	6
src/peft/tuners/boft/layer.py	620
src/peft/tuners/boft/fbd/fbd_cuda_kernel.cu	86
src/peft/tuners/boft/fbd/__init__.py	1
src/peft/tuners/boft/fbd/fbd_cuda.cpp	24
src/peft/tuners/boft/config.py	104
src/peft/tuners/boft/model.py	228
src/peft/tuners/boft/__init__.py	6
src/peft/tuners/trainable_tokens/layer.py	149
src/peft/tuners/trainable_tokens/config.py	42
src/peft/tuners/trainable_tokens/model.py	166
src/peft/tuners/trainable_tokens/__init__.py	15
src/peft/tuners/bone/layer.py	230
src/peft/tuners/bone/config.py	68
src/peft/tuners/bone/model.py	198
src/peft/tuners/bone/__init__.py	6
src/peft/tuners/_buffer_dict.py	77
src/peft/tuners/vera/layer.py	187
src/peft/tuners/vera/config.py	98
src/peft/tuners/vera/model.py	329
src/peft/tuners/vera/__init__.py	15
src/peft/tuners/vera/bnb.py	280
src/peft/tuners/prompt_tuning/config.py	52
src/peft/tuners/prompt_tuning/model.py	30
src/peft/tuners/prompt_tuning/__init__.py	5
src/peft/tuners/cpt/config.py	58
src/peft/tuners/cpt/model.py	92
src/peft/tuners/cpt/__init__.py	5
src/peft/tuners/ia3/layer.py	225
src/peft/tuners/ia3/config.py	61
src/peft/tuners/ia3/model.py	295
src/peft/tuners/ia3/__init__.py	15
src/peft/tuners/ia3/bnb.py	83
src/peft/tuners/oft/aqlm.py	72
src/peft/tuners/oft/layer.py	608
src/peft/tuners/oft/config.py	125
src/peft/tuners/oft/awq.py	83
src/peft/tuners/oft/hqq.py	123
src/peft/tuners/oft/eetq.py	80
src/peft/tuners/oft/model.py	263
src/peft/tuners/oft/__init__.py	26
src/peft/tuners/oft/gptq.py	81
src/peft/tuners/oft/inc.py	31
src/peft/tuners/oft/bnb.py	266
src/peft/tuners/lokr/layer.py	289
src/peft/tuners/lokr/config.py	80
src/peft/tuners/lokr/model.py	32
src/peft/tuners/lokr/__init__.py	6
src/peft/tuners/fourierft/layer.py	129
src/peft/tuners/fourierft/config.py	125
src/peft/tuners/fourierft/model.py	226
src/peft/tuners/fourierft/__init__.py	6
src/peft/tuners/lora/aqlm.py	74
src/peft/tuners/lora/layer.py	1222
src/peft/tuners/lora/config.py	407
src/peft/tuners/lora/awq.py	84
src/peft/tuners/lora/hqq.py	173
src/peft/tuners/lora/eva.py	458
src/peft/tuners/lora/torchao.py	98
src/peft/tuners/lora/corda.py	238
src/peft/tuners/lora/tp_layer.py	250
src/peft/tuners/lora/dora.py	116
src/peft/tuners/lora/eetq.py	81
src/peft/tuners/lora/model.py	619
src/peft/tuners/lora/__init__.py	34
src/peft/tuners/lora/variants.py	304
src/peft/tuners/lora/gptq.py	105
src/peft/tuners/lora/inc.py	31
src/peft/tuners/lora/bnb.py	394
src/peft/tuners/lycoris_utils.py	268
src/peft/tuners/p_tuning/config.py	29
src/peft/tuners/p_tuning/model.py	56
src/peft/tuners/p_tuning/__init__.py	5
src/peft/tuners/__init__.py	89
src/peft/tuners/ln_tuning/layer.py	74
src/peft/tuners/ln_tuning/config.py	33
src/peft/tuners/ln_tuning/model.py	120
src/peft/tuners/ln_tuning/__init__.py	5
src/peft/tuners/randlora/layer.py	222
src/peft/tuners/randlora/config.py	120
src/peft/tuners/randlora/model.py	367
src/peft/tuners/randlora/__init__.py	15
src/peft/tuners/randlora/bnb.py	271
src/peft/tuners/tuners_utils.py	666
src/peft/tuners/xlora/layer.py	139
src/peft/tuners/xlora/config.py	43
src/peft/tuners/xlora/model.py	293
src/peft/tuners/xlora/__init__.py	5
src/peft/tuners/xlora/classifier.py	118
src/peft/tuners/loha/layer.py	249
src/peft/tuners/loha/config.py	74
src/peft/tuners/loha/model.py	31
src/peft/tuners/loha/__init__.py	6
src/peft/tuners/mixed/model.py	230
src/peft/tuners/mixed/__init__.py	2
src/peft/config.py	179
src/peft/utils/other.py	811
src/peft/utils/merge_utils.py	95
src/peft/utils/save_and_load.py	426
src/peft/utils/integrations.py	165
src/peft/utils/incremental_pca.py	185
src/peft/utils/__init__.py	86
src/peft/utils/peft_types.py	69
src/peft/utils/hotswap.py	301
src/peft/utils/loftq_utils.py	264
src/peft/utils/constants.py	293
src/peft/auto.py	131
src/peft/__init__.py	193
src/peft/optimizers/loraplus.py	66
src/peft/optimizers/__init__.py	3
src/peft/optimizers/lorafa.py	134
src/peft/mapping.py	26
scripts/stale.py	39
scripts/log_reports.py	124
scripts/launch_notebook_mp.py	18
scripts/train_memory.py	185
scripts/ci_clean_cache.py	39
setup.py	69
method_comparison/app.py	277
method_comparison/sanitizer.py	61
method_comparison/MetaMathQA/utils.py	497
method_comparison/MetaMathQA/run.py	371
method_comparison/MetaMathQA/data.py	53
method_comparison/processing.py	112
method_comparison/__init__.py	1