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- sft_args.json +56 -42
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"lora_bias_trainable": "none",
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-
"
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-
"lora_dtype": "AUTO",
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"use_rslora": false,
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"use_dora": false,
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-
"init_lora_weights":
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"rope_scaling": null,
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"boft_block_size": 4,
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"boft_block_num": 0,
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"boft_n_butterfly_factor": 1,
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"boft_target_modules": [
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"DEFAULT"
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],
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"boft_dropout": 0.0,
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-
"boft_modules_to_save": [],
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"vera_rank": 256,
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"vera_target_modules": [
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"DEFAULT"
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],
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"vera_projection_prng_key": 0,
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"vera_dropout": 0.0,
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"vera_d_initial": 0.1,
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-
"vera_modules_to_save": [],
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"adapter_act": "gelu",
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"adapter_length": 128,
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"use_galore": false,
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-
"galore_rank": 128,
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"galore_update_proj_gap": 50,
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"galore_scale": 1.0,
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"galore_proj_type": "std",
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@@ -131,11 +130,7 @@
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"adalora_beta1": 0.85,
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"adalora_beta2": 0.85,
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"adalora_orth_reg_weight": 0.5,
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-
"ia3_target_modules": [
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"DEFAULT"
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-
],
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-
"ia3_modules_to_save": [],
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"llamapro_num_groups": null,
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"neftune_noise_alpha": null,
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@@ -144,13 +139,13 @@
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"lisa_step_interval": 20,
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"gradient_checkpointing": true,
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"deepspeed": null,
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-
"batch_size":
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-
"eval_batch_size":
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"max_steps": -1,
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"optim": "adamw_torch",
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"adam_beta1": 0.9,
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-
"adam_beta2": 0.
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"adam_epsilon": 1e-08,
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"learning_rate": 0.0001,
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"weight_decay": 0.1,
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@@ -182,12 +177,12 @@
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"use_flash_attn": true,
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"ignore_args_error": false,
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"check_model_is_latest": true,
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-
"logging_dir": "/root/swift/output/qwen2-72b-instruct/
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"report_to": [
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"tensorboard"
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],
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"acc_strategy": "token",
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"save_on_each_node":
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"evaluation_strategy": "steps",
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"save_strategy": "steps",
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"save_safetensors": true,
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@@ -226,20 +221,39 @@
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"neftune_alpha": null,
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"custom_train_dataset_path": [],
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"custom_val_dataset_path": [],
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"use_self_cognition": false,
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"is_multimodal": false,
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"lora_use_embedding": false,
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-
"lora_use_all":
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"lora_m2s_use_embedding": false,
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"torch_dtype": "torch.bfloat16",
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"fp16": false,
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"bf16": true,
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"bnb_4bit_compute_dtype": "torch.bfloat16",
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"load_in_4bit": false,
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"load_in_8bit": false,
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"train_sampler_random": true,
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-
"training_args": "Seq2SeqTrainingArguments(output_dir='/root/swift/output/qwen2-72b-instruct/
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}
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| 7 |
"additional_trainable_parameters": [],
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| 8 |
"tuner_backend": "peft",
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"template_type": "qwen",
|
| 10 |
+
"output_dir": "/root/swift/esft/output/qwen2-72b-instruct/v20-20240816-082726",
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| 11 |
"add_output_dir_suffix": true,
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| 12 |
"ddp_backend": "nccl",
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| 13 |
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| 14 |
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"seed": 42,
|
| 16 |
+
"resume_from_checkpoint": null,
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"resume_only_model": false,
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"ignore_data_skip": false,
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"dtype": "bf16",
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"packing": false,
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+
"train_backend": "transformers",
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+
"tp": 1,
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+
"pp": 1,
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| 24 |
+
"min_lr": null,
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+
"sequence_parallel": false,
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"dataset": [
|
| 27 |
"dataset/moni_dataset.jsonl",
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"dataset/moni_dataset.jsonl",
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"dataset/covid_new.jsonl",
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"dataset/covid_new.jsonl",
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"dataset/ds_new.jsonl",
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"dataset/ds_new.jsonl",
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"dataset/ds_new.jsonl",
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"dataset/ds_new.jsonl",
|
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"dataset/ds_new.jsonl",
|
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"dataset/ds_new.jsonl",
|
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+
"iic/ms_bench#2500",
|
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+
"HF::roleplay-base#1500",
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+
"iic/MSAgent-MultiRole#1500",
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+
"AI-ModelScope/ruozhiba#1000",
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+
"modelscope/chinese-poetry-collection#500"
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],
|
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"val_dataset": [
|
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+
"dataset/moni_dataset.jsonl#50"
|
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],
|
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"dataset_seed": 42,
|
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"dataset_test_ratio": 0.0,
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"max_length": 1500,
|
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"truncation_strategy": "delete",
|
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"check_dataset_strategy": "warning",
|
| 61 |
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"streaming": false,
|
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"streaming_val_size": 0,
|
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"streaming_buffer_size": 16384,
|
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"model_name": [
|
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null,
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null
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"bnb_4bit_quant_type": "nf4",
|
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|
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|
| 80 |
+
"rescale_image": -1,
|
| 81 |
+
"target_modules": [
|
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+
"q_proj",
|
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+
"k_proj",
|
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+
"v_proj"
|
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+
],
|
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+
"target_regex": null,
|
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+
"modules_to_save": [],
|
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|
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"lora_alpha": 32,
|
| 90 |
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"lora_dropout": 0.06,
|
| 91 |
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|
| 92 |
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"lora_dtype": null,
|
|
|
|
| 93 |
"lora_lr_ratio": null,
|
| 94 |
"use_rslora": false,
|
| 95 |
"use_dora": false,
|
| 96 |
+
"init_lora_weights": true,
|
| 97 |
+
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|
| 98 |
+
"fourier_scaling": 300.0,
|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
|
|
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|
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|
| 103 |
"boft_dropout": 0.0,
|
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| 104 |
"vera_rank": 256,
|
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|
|
|
| 105 |
"vera_projection_prng_key": 0,
|
| 106 |
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|
| 107 |
"vera_d_initial": 0.1,
|
|
|
|
| 108 |
"adapter_act": "gelu",
|
| 109 |
"adapter_length": 128,
|
| 110 |
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|
|
|
|
| 111 |
"galore_target_modules": null,
|
| 112 |
+
"galore_rank": 128,
|
| 113 |
"galore_update_proj_gap": 50,
|
| 114 |
"galore_scale": 1.0,
|
| 115 |
"galore_proj_type": "std",
|
|
|
|
| 130 |
"adalora_beta1": 0.85,
|
| 131 |
"adalora_beta2": 0.85,
|
| 132 |
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|
|
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|
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|
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|
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|
| 135 |
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|
| 136 |
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|
|
|
|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
+
"batch_size": 1,
|
| 143 |
+
"eval_batch_size": 1,
|
| 144 |
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|
| 145 |
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|
| 146 |
"optim": "adamw_torch",
|
| 147 |
"adam_beta1": 0.9,
|
| 148 |
+
"adam_beta2": 0.95,
|
| 149 |
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|
| 150 |
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|
| 151 |
"weight_decay": 0.1,
|
|
|
|
| 177 |
"use_flash_attn": true,
|
| 178 |
"ignore_args_error": false,
|
| 179 |
"check_model_is_latest": true,
|
| 180 |
+
"logging_dir": "/root/swift/esft/output/qwen2-72b-instruct/v20-20240816-082726/runs",
|
| 181 |
"report_to": [
|
| 182 |
"tensorboard"
|
| 183 |
],
|
| 184 |
"acc_strategy": "token",
|
| 185 |
+
"save_on_each_node": false,
|
| 186 |
"evaluation_strategy": "steps",
|
| 187 |
"save_strategy": "steps",
|
| 188 |
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|
|
|
|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
+
"lora_dropout_p": 0.06,
|
| 225 |
+
"lora_target_modules": [
|
| 226 |
+
"q_proj",
|
| 227 |
+
"k_proj",
|
| 228 |
+
"v_proj"
|
| 229 |
+
],
|
| 230 |
+
"lora_target_regex": null,
|
| 231 |
+
"lora_modules_to_save": [],
|
| 232 |
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|
| 233 |
+
"boft_modules_to_save": [],
|
| 234 |
+
"vera_target_modules": [],
|
| 235 |
+
"vera_modules_to_save": [],
|
| 236 |
+
"ia3_target_modules": [],
|
| 237 |
+
"ia3_modules_to_save": [],
|
| 238 |
"custom_train_dataset_path": [],
|
| 239 |
"custom_val_dataset_path": [],
|
| 240 |
"use_self_cognition": false,
|
| 241 |
"is_multimodal": false,
|
| 242 |
+
"is_vision": false,
|
| 243 |
"lora_use_embedding": false,
|
| 244 |
+
"lora_use_all": false,
|
| 245 |
"lora_m2s_use_embedding": false,
|
| 246 |
"lora_m2s_use_ln": false,
|
| 247 |
"torch_dtype": "torch.bfloat16",
|
| 248 |
"fp16": false,
|
| 249 |
"bf16": true,
|
| 250 |
+
"rank": 0,
|
| 251 |
+
"local_rank": 0,
|
| 252 |
+
"world_size": 1,
|
| 253 |
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"local_world_size": 1,
|
| 254 |
"bnb_4bit_compute_dtype": "torch.bfloat16",
|
| 255 |
"load_in_4bit": false,
|
| 256 |
"load_in_8bit": false,
|
| 257 |
"train_sampler_random": true,
|
| 258 |
+
"training_args": "Seq2SeqTrainingArguments(output_dir='/root/swift/esft/output/qwen2-72b-instruct/v20-20240816-082726', overwrite_output_dir=False, do_train=False, do_eval=True, do_predict=False, eval_strategy=<IntervalStrategy.STEPS: 'steps'>, prediction_loss_only=False, per_device_train_batch_size=1, per_device_eval_batch_size=1, per_gpu_train_batch_size=None, per_gpu_eval_batch_size=None, gradient_accumulation_steps=16, eval_accumulation_steps=None, eval_delay=0, learning_rate=0.0001, weight_decay=0.1, adam_beta1=0.9, adam_beta2=0.95, adam_epsilon=1e-08, max_grad_norm=0.5, num_train_epochs=8, max_steps=-1, lr_scheduler_type=<SchedulerType.COSINE: 'cosine'>, lr_scheduler_kwargs={}, warmup_ratio=0.03, warmup_steps=0, log_level='passive', log_level_replica='warning', log_on_each_node=True, logging_dir='/root/swift/esft/output/qwen2-72b-instruct/v20-20240816-082726/runs', logging_strategy=<IntervalStrategy.STEPS: 'steps'>, logging_first_step=True, logging_steps=5, logging_nan_inf_filter=True, save_strategy=<IntervalStrategy.STEPS: 'steps'>, save_steps=50, save_total_limit=None, save_safetensors=True, save_on_each_node=False, save_only_model=False, restore_callback_states_from_checkpoint=False, no_cuda=False, use_cpu=False, use_mps_device=False, seed=42, data_seed=None, jit_mode_eval=False, use_ipex=False, bf16=True, fp16=False, fp16_opt_level='O1', half_precision_backend='auto', bf16_full_eval=False, fp16_full_eval=False, tf32=None, local_rank=0, ddp_backend='nccl', tpu_num_cores=None, tpu_metrics_debug=False, debug=[], dataloader_drop_last=False, eval_steps=50, dataloader_num_workers=1, dataloader_prefetch_factor=None, past_index=-1, run_name='/root/swift/esft/output/qwen2-72b-instruct/v20-20240816-082726', disable_tqdm=False, remove_unused_columns=False, label_names=None, load_best_model_at_end=False, metric_for_best_model='loss', greater_is_better=False, ignore_data_skip=False, fsdp=[], fsdp_min_num_params=0, fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, fsdp_transformer_layer_cls_to_wrap=None, accelerator_config=AcceleratorConfig(split_batches=False, dispatch_batches=False, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None), deepspeed=None, label_smoothing_factor=0.0, optim=<OptimizerNames.ADAMW_TORCH: 'adamw_torch'>, optim_args=None, adafactor=False, group_by_length=False, length_column_name='length', report_to=['tensorboard'], ddp_find_unused_parameters=False, ddp_bucket_cap_mb=None, ddp_broadcast_buffers=False, dataloader_pin_memory=True, dataloader_persistent_workers=False, skip_memory_metrics=True, use_legacy_prediction_loop=False, push_to_hub=False, resume_from_checkpoint=None, hub_model_id=None, hub_strategy=<HubStrategy.EVERY_SAVE: 'every_save'>, hub_token=None, hub_private_repo=False, hub_always_push=False, gradient_checkpointing=True, gradient_checkpointing_kwargs=None, include_inputs_for_metrics=False, eval_do_concat_batches=True, fp16_backend='auto', evaluation_strategy=None, push_to_hub_model_id=None, push_to_hub_organization=None, push_to_hub_token=None, mp_parameters='', auto_find_batch_size=False, full_determinism=False, torchdynamo=None, ray_scope='last', ddp_timeout=1800, torch_compile=False, torch_compile_backend=None, torch_compile_mode=None, dispatch_batches=None, split_batches=None, include_tokens_per_second=False, include_num_input_tokens_seen=False, neftune_noise_alpha=None, optim_target_modules=None, batch_eval_metrics=False, sortish_sampler=True, predict_with_generate=False, generation_max_length=None, generation_num_beams=None, generation_config=GenerationConfig {\n \"do_sample\": true,\n \"eos_token_id\": 151645,\n \"max_new_tokens\": 2048,\n \"pad_token_id\": 151643,\n \"temperature\": 0.3,\n \"top_k\": 20,\n \"top_p\": 0.7\n}\n, train_sampler_random=True, push_hub_strategy='push_best', acc_strategy='token', additional_saved_files=[], metric_warmup_step=0, train_dataset_sample=-1)"
|
| 259 |
}
|