File size: 25,168 Bytes
67726fd |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 |
{
"output_dir": "/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v1-20251019-102709",
"overwrite_output_dir": false,
"do_train": false,
"do_eval": false,
"do_predict": false,
"eval_strategy": "no",
"prediction_loss_only": false,
"per_device_train_batch_size": 4,
"per_device_eval_batch_size": 4,
"per_gpu_train_batch_size": null,
"per_gpu_eval_batch_size": null,
"gradient_accumulation_steps": 2,
"eval_accumulation_steps": null,
"eval_delay": 0,
"torch_empty_cache_steps": null,
"learning_rate": 5e-06,
"weight_decay": 0.1,
"adam_beta1": 0.9,
"adam_beta2": 0.95,
"adam_epsilon": 1e-08,
"max_grad_norm": 1.0,
"num_train_epochs": 1.0,
"max_steps": -1,
"lr_scheduler_type": "cosine",
"lr_scheduler_kwargs": null,
"warmup_ratio": 0.05,
"warmup_steps": 0,
"log_level": "passive",
"log_level_replica": "warning",
"log_on_each_node": true,
"logging_dir": "/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v1-20251019-102709/runs",
"logging_strategy": "steps",
"logging_first_step": true,
"logging_steps": 50,
"logging_nan_inf_filter": true,
"save_strategy": "steps",
"save_steps": 400.0,
"save_total_limit": 3,
"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": 42,
"jit_mode_eval": false,
"bf16": true,
"fp16": false,
"fp16_opt_level": "O1",
"half_precision_backend": "auto",
"bf16_full_eval": false,
"fp16_full_eval": false,
"tf32": null,
"local_rank": 0,
"ddp_backend": null,
"tpu_num_cores": null,
"tpu_metrics_debug": false,
"debug": null,
"dataloader_drop_last": false,
"eval_steps": 2000.0,
"dataloader_num_workers": 8,
"dataloader_prefetch_factor": null,
"past_index": -1,
"run_name": "/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v1-20251019-102709",
"disable_tqdm": null,
"remove_unused_columns": false,
"label_names": null,
"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": null,
"fsdp_transformer_layer_cls_to_wrap": null,
"accelerator_config": {
"dispatch_batches": false
},
"parallelism_config": null,
"deepspeed": {
"fp16": {
"enabled": "auto",
"loss_scale": 0,
"loss_scale_window": 1000,
"initial_scale_power": 16,
"hysteresis": 2,
"min_loss_scale": 1
},
"bf16": {
"enabled": "auto"
},
"zero_optimization": {
"stage": 1,
"offload_optimizer": {
"device": "none",
"pin_memory": true
},
"allgather_partitions": true,
"allgather_bucket_size": 200000000.0,
"overlap_comm": false,
"reduce_scatter": true,
"reduce_bucket_size": 200000000.0,
"contiguous_gradients": true
},
"gradient_accumulation_steps": "auto",
"gradient_clipping": "auto",
"steps_per_print": 2000,
"train_batch_size": "auto",
"train_micro_batch_size_per_gpu": "auto",
"wall_clock_breakdown": false
},
"label_smoothing_factor": 0.0,
"optim": "adamw_torch_fused",
"optim_args": null,
"adafactor": false,
"group_by_length": false,
"length_column_name": "length",
"report_to": [
"tensorboard"
],
"project": "huggingface",
"trackio_space_id": "trackio",
"ddp_find_unused_parameters": null,
"ddp_bucket_cap_mb": null,
"ddp_broadcast_buffers": null,
"dataloader_pin_memory": true,
"dataloader_persistent_workers": false,
"skip_memory_metrics": true,
"use_legacy_prediction_loop": false,
"push_to_hub": false,
"resume_from_checkpoint": "/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v0-20251018-002128/checkpoint-1600",
"hub_model_id": null,
"hub_strategy": "every_save",
"hub_token": null,
"hub_private_repo": null,
"hub_always_push": false,
"hub_revision": null,
"gradient_checkpointing": true,
"gradient_checkpointing_kwargs": null,
"include_inputs_for_metrics": false,
"include_for_metrics": [],
"eval_do_concat_batches": true,
"fp16_backend": "auto",
"push_to_hub_model_id": null,
"push_to_hub_organization": null,
"push_to_hub_token": null,
"mp_parameters": "",
"auto_find_batch_size": false,
"full_determinism": false,
"torchdynamo": null,
"ray_scope": "last",
"ddp_timeout": 18000000,
"torch_compile": false,
"torch_compile_backend": null,
"torch_compile_mode": null,
"include_tokens_per_second": false,
"include_num_input_tokens_seen": false,
"neftune_noise_alpha": null,
"optim_target_modules": null,
"batch_eval_metrics": false,
"eval_on_start": false,
"use_liger_kernel": false,
"liger_kernel_config": null,
"eval_use_gather_object": false,
"average_tokens_across_devices": true,
"sortish_sampler": false,
"predict_with_generate": false,
"generation_max_length": null,
"generation_num_beams": null,
"generation_config": null,
"tuner_backend": "peft",
"vit_gradient_checkpointing": null,
"router_aux_loss_coef": 0.0,
"enable_dft_loss": false,
"enable_channel_loss": false,
"check_model": true,
"acc_strategy": "token",
"train_dataloader_shuffle": true,
"max_epochs": null,
"aligner_lr": null,
"vit_lr": null,
"use_logits_to_keep": null,
"ds3_gather_for_generation": true,
"resume_only_model": false,
"optimizer": null,
"loss_type": "grpo",
"metric": null,
"eval_use_evalscope": false,
"eval_dataset": [],
"eval_dataset_args": null,
"eval_limit": null,
"eval_generation_config": null,
"extra_eval_args": null,
"use_flash_ckpt": false,
"model": "/home/dataset-assist-0/wangdi/pretrained/pretrn_model/Qwen3-VL-8B-Instruct",
"model_type": "qwen3_vl",
"model_revision": null,
"task_type": "causal_lm",
"torch_dtype": "bfloat16",
"attn_impl": "flash_attn",
"new_special_tokens": [],
"num_labels": null,
"problem_type": null,
"rope_scaling": null,
"device_map": null,
"max_memory": {},
"max_model_len": null,
"local_repo_path": null,
"init_strategy": null,
"template": "qwen3_vl",
"system": null,
"max_length": 262144,
"truncation_strategy": "left",
"max_pixels": null,
"agent_template": null,
"norm_bbox": null,
"use_chat_template": true,
"padding_free": false,
"padding_side": "right",
"loss_scale": "last_round",
"sequence_parallel_size": 1,
"response_prefix": null,
"template_backend": "swift",
"dataset": [
"/home/dataset-assist-0/wangdi/dataset/instruction_pretrain_dataset/skyseer_sft_data_qwen_scale_75w_optimize_hard_type5_filtered_2w_for_grpo_kyzs.json"
],
"val_dataset": [],
"split_dataset_ratio": 0.0,
"dataset_num_proc": 1,
"load_from_cache_file": false,
"dataset_shuffle": true,
"val_dataset_shuffle": false,
"streaming": false,
"interleave_prob": null,
"stopping_strategy": "first_exhausted",
"shuffle_buffer_size": 1000,
"download_mode": "reuse_dataset_if_exists",
"columns": {},
"strict": false,
"model_name": null,
"model_author": null,
"custom_dataset_info": [],
"quant_method": null,
"quant_bits": null,
"hqq_axis": null,
"bnb_4bit_compute_dtype": "bfloat16",
"bnb_4bit_quant_type": "nf4",
"bnb_4bit_use_double_quant": true,
"bnb_4bit_quant_storage": null,
"max_new_tokens": 1024,
"temperature": 0.9,
"top_k": 50,
"top_p": 0.9,
"repetition_penalty": 1.0,
"num_beams": 1,
"stream": false,
"stop_words": [],
"logprobs": false,
"top_logprobs": null,
"ckpt_dir": "/home/dataset-assist-0/wangdi/exp/save/cs/1015-sft_qwen3vl-8b_freeze_full_lora_qwen_scale_1e-4_perbatch1_75w_dedup_epoch1/v0-20251016-112910/checkpoint-9525",
"lora_modules": [],
"train_type": "lora",
"adapters": [
"/home/dataset-assist-0/wangdi/exp/save/cs/1015-sft_qwen3vl-8b_freeze_full_lora_qwen_scale_1e-4_perbatch1_75w_dedup_epoch1/v0-20251016-112910/checkpoint-9525"
],
"external_plugins": [
"examples/train/grpo/plugin/plugin.py"
],
"model_kwargs": {},
"load_args": false,
"load_data_args": false,
"packing": false,
"packing_length": null,
"lazy_tokenize": true,
"cached_dataset": [],
"custom_register_path": [],
"use_hf": false,
"ignore_args_error": false,
"use_swift_lora": false,
"freeze_parameters": [],
"freeze_parameters_regex": null,
"freeze_parameters_ratio": 0.0,
"trainable_parameters": [],
"trainable_parameters_regex": null,
"freeze_llm": false,
"freeze_vit": true,
"freeze_aligner": false,
"target_modules": [
"all-linear"
],
"target_regex": null,
"target_parameters": null,
"modules_to_save": [],
"lora_rank": 16,
"lora_alpha": 32,
"lora_dropout": 0.05,
"lora_bias": "none",
"lora_dtype": null,
"lorap_lr_ratio": null,
"use_rslora": false,
"use_dora": false,
"lora_ga_batch_size": 2,
"lora_ga_iters": 2,
"lora_ga_max_length": 1024,
"lora_ga_direction": "ArB2r",
"lora_ga_scale": "stable",
"lora_ga_stable_gamma": 16,
"init_weights": true,
"fourier_n_frequency": 2000,
"fourier_scaling": 300.0,
"boft_block_size": 4,
"boft_block_num": 0,
"boft_n_butterfly_factor": 1,
"boft_dropout": 0.0,
"vera_rank": 256,
"vera_projection_prng_key": 0,
"vera_dropout": 0.0,
"vera_d_initial": 0.1,
"adapter_act": "gelu",
"adapter_length": 128,
"use_galore": false,
"galore_target_modules": null,
"galore_rank": 128,
"galore_update_proj_gap": 50,
"galore_scale": 1.0,
"galore_proj_type": "std",
"galore_optim_per_parameter": false,
"galore_with_embedding": false,
"galore_quantization": false,
"galore_proj_quant": false,
"galore_proj_bits": 4,
"galore_proj_group_size": 256,
"galore_cos_threshold": 0.4,
"galore_gamma_proj": 2,
"galore_queue_size": 5,
"adalora_target_r": 8,
"adalora_init_r": 12,
"adalora_tinit": 0,
"adalora_tfinal": 0,
"adalora_deltaT": 1,
"adalora_beta1": 0.85,
"adalora_beta2": 0.85,
"adalora_orth_reg_weight": 0.5,
"llamapro_num_new_blocks": 4,
"llamapro_num_groups": null,
"lisa_activated_layers": 0,
"lisa_step_interval": 20,
"reft_layer_key": null,
"reft_layers": null,
"reft_rank": 4,
"reft_intervention_type": "LoreftIntervention",
"reft_args": null,
"swanlab_token": null,
"swanlab_project": null,
"swanlab_workspace": null,
"swanlab_exp_name": null,
"swanlab_lark_webhook_url": null,
"swanlab_lark_secret": null,
"swanlab_mode": "cloud",
"add_version": true,
"create_checkpoint_symlink": false,
"zero_hpz_partition_size": null,
"deepspeed_autotp_size": null,
"early_stop_interval": null,
"sft_alpha": 0,
"chord_sft_dataset": [],
"chord_sft_per_device_train_batch_size": null,
"chord_enable_phi_function": false,
"chord_mu_warmup_steps": null,
"chord_mu_decay_steps": null,
"chord_mu_peak": null,
"chord_mu_valley": null,
"reward_model": null,
"reward_adapters": [],
"reward_model_type": null,
"reward_model_revision": null,
"num_ppo_epochs": 4,
"whiten_rewards": false,
"kl_coef": 0.05,
"cliprange": 0.2,
"vf_coef": 0.1,
"cliprange_value": 0.2,
"gamma": 1.0,
"lam": 0.95,
"num_mini_batches": 1,
"local_rollout_forward_batch_size": 64,
"num_sample_generations": 10,
"response_length": 1024,
"missing_eos_penalty": null,
"vllm_gpu_memory_utilization": 0.9,
"vllm_tensor_parallel_size": 1,
"vllm_pipeline_parallel_size": 1,
"vllm_enable_expert_parallel": false,
"vllm_max_num_seqs": 256,
"vllm_max_model_len": null,
"vllm_disable_custom_all_reduce": true,
"vllm_enforce_eager": false,
"vllm_limit_mm_per_prompt": {},
"vllm_max_lora_rank": 16,
"vllm_enable_prefix_caching": true,
"vllm_use_async_engine": false,
"vllm_quantization": null,
"vllm_reasoning_parser": null,
"vllm_disable_cascade_attn": false,
"vllm_data_parallel_size": 1,
"gpu_memory_utilization": null,
"tensor_parallel_size": null,
"limit_mm_per_prompt": null,
"data_parallel_size": null,
"use_async_engine": null,
"epsilon": 0.2,
"epsilon_high": null,
"delta": null,
"vllm_mode": "server",
"vllm_enable_lora": false,
"vllm_server_base_url": null,
"vllm_server_host": [
"127.0.0.1"
],
"vllm_server_port": [
8000
],
"vllm_server_timeout": 240.0,
"cosine_min_len_value_wrong": -0.5,
"cosine_max_len_value_wrong": 0.0,
"cosine_min_len_value_correct": 1.0,
"cosine_max_len_value_correct": 0.5,
"cosine_max_len": null,
"repetition_n_grams": 3,
"repetition_max_penalty": -1.0,
"reward_model_plugin": null,
"sync_ref_model": false,
"ref_model_sync_steps": 512,
"ref_model_mixup_alpha": 0.6,
"async_generate": false,
"sleep_level": 0,
"move_model_batches": null,
"offload_optimizer": false,
"offload_model": false,
"gc_collect_after_offload": false,
"multi_turn_func": null,
"multi_turn_scheduler": null,
"max_turns": null,
"completion_length_limit_scope": "per_round",
"vllm_server_pass_dataset": false,
"dynamic_sample": false,
"max_resample_times": 3,
"overlong_filter": false,
"soft_max_length": null,
"soft_cache_length": null,
"scale_rewards": true,
"log_entropy": false,
"top_entropy_quantile": 1.0,
"importance_sampling_level": "token",
"wandb_log_unique_prompts": null,
"generation_batch_size": null,
"steps_per_generation": null,
"num_generations": 8,
"reward_funcs": [
"external_multitask_format_acc_type5_zero2reason"
],
"reward_weights": null,
"log_completions": true,
"use_vllm": true,
"num_iterations": 1,
"teacher_model": null,
"teacher_adapters": [],
"teacher_model_type": null,
"teacher_model_revision": null,
"rlhf_type": "grpo",
"ref_model": null,
"ref_adapters": [
"/home/dataset-assist-0/wangdi/exp/save/cs/1015-sft_qwen3vl-8b_freeze_full_lora_qwen_scale_1e-4_perbatch1_75w_dedup_epoch1/v0-20251016-112910/checkpoint-9525"
],
"ref_model_type": null,
"ref_model_revision": null,
"beta": 0.04,
"label_smoothing": 0,
"max_completion_length": 1024,
"rpo_alpha": null,
"ld_alpha": null,
"discopop_tau": 0.05,
"loss_weights": null,
"cpo_alpha": 1.0,
"simpo_gamma": 1,
"desirable_weight": 1.0,
"undesirable_weight": 1.0,
"center_rewards_coefficient": null,
"lmbda": 0.5,
"seq_kd": false,
"vllm_client": "<swift.trainers.rlhf_trainer.vllm_client.VLLMClient object at 0x7f3f9b8ffd90>",
"rank": 0,
"global_world_size": 6,
"local_world_size": 6,
"model_suffix": "Qwen3-VL-8B-Instruct",
"model_info": "ModelInfo(model_type='qwen3_vl', model_dir='/home/dataset-assist-0/wangdi/pretrained/pretrn_model/Qwen3-VL-8B-Instruct', torch_dtype=torch.bfloat16, max_model_len=262144, quant_method=None, quant_bits=None, rope_scaling={'mrope_interleaved': True, 'mrope_section': [24, 20, 20], 'rope_type': 'default'}, is_moe_model=False, config=None, task_type='causal_lm', num_labels=None)",
"model_meta": "ModelMeta(model_type='qwen3_vl', model_groups=[ModelGroup(models=[Model(ms_model_id='Qwen/Qwen3-VL-4B-Instruct', hf_model_id='Qwen/Qwen3-VL-4B-Instruct', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-4B-Thinking', hf_model_id='Qwen/Qwen3-VL-4B-Thinking', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-4B-Instruct-FP8', hf_model_id='Qwen/Qwen3-VL-4B-Instruct-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-4B-Thinking-FP8', hf_model_id='Qwen/Qwen3-VL-4B-Thinking-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-8B-Instruct', hf_model_id='Qwen/Qwen3-VL-8B-Instruct', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-8B-Thinking', hf_model_id='Qwen/Qwen3-VL-8B-Thinking', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-8B-Instruct-FP8', hf_model_id='Qwen/Qwen3-VL-8B-Instruct-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-8B-Thinking-FP8', hf_model_id='Qwen/Qwen3-VL-8B-Thinking-FP8', model_path=None, ms_revision=None, hf_revision=None)], ignore_patterns=None, requires=None, tags=[])], template='qwen3_vl', get_function=<function get_model_tokenizer_qwen3_vl at 0x7f3fe4797ba0>, model_arch=MultiModelKeys(arch_name='qwen3_vl', embedding=None, module_list=None, lm_head=None, q_proj=None, k_proj=None, v_proj=None, o_proj=None, attention=None, mlp=None, down_proj=None, qkv_proj=None, qk_proj=None, qa_proj=None, qb_proj=None, kv_proj=None, kva_proj=None, kvb_proj=None, language_model=['model.language_model'], aligner=['model.visual.merger', 'model.visual.deepstack_merger_list'], vision_tower=['model.visual'], generator=[]), architectures=['Qwen3VLForConditionalGeneration'], additional_saved_files=[], torch_dtype=None, is_multimodal=True, is_reward=False, task_type=None, ignore_patterns=None, requires=['transformers>=4.57', 'qwen_vl_utils>=0.0.14', 'decord'], tags=['vision', 'video'])",
"model_dir": "/home/dataset-assist-0/wangdi/pretrained/pretrn_model/Qwen3-VL-8B-Instruct",
"hub": "<class 'swift.hub.hub.MSHub'>",
"evaluation_strategy": "steps",
"training_args": "GRPOConfig(output_dir='/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v1-20251019-102709', overwrite_output_dir=False, do_train=False, do_eval=False, do_predict=False, eval_strategy=<IntervalStrategy.NO: 'no'>, prediction_loss_only=False, per_device_train_batch_size=4, per_device_eval_batch_size=4, per_gpu_train_batch_size=None, per_gpu_eval_batch_size=None, gradient_accumulation_steps=2, eval_accumulation_steps=None, eval_delay=0, torch_empty_cache_steps=None, learning_rate=5e-06, weight_decay=0.1, adam_beta1=0.9, adam_beta2=0.95, adam_epsilon=1e-08, max_grad_norm=1.0, num_train_epochs=1.0, max_steps=-1, lr_scheduler_type=<SchedulerType.COSINE: 'cosine'>, lr_scheduler_kwargs=None, warmup_ratio=0.05, warmup_steps=0, log_level='passive', log_level_replica='warning', log_on_each_node=True, logging_dir='/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v1-20251019-102709/runs', logging_strategy=<IntervalStrategy.STEPS: 'steps'>, logging_first_step=True, logging_steps=50, logging_nan_inf_filter=True, save_strategy=<SaveStrategy.STEPS: 'steps'>, save_steps=400, save_total_limit=3, 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=42, jit_mode_eval=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=None, tpu_num_cores=None, tpu_metrics_debug=False, debug=[], dataloader_drop_last=True, eval_steps=2000.0, dataloader_num_workers=8, dataloader_prefetch_factor=10, past_index=-1, run_name='/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v1-20251019-102709', 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, use_configured_state=False), parallelism_config=None, deepspeed={'fp16': {'enabled': 'auto', 'loss_scale': 0, 'loss_scale_window': 1000, 'initial_scale_power': 16, 'hysteresis': 2, 'min_loss_scale': 1}, 'bf16': {'enabled': 'auto'}, 'zero_optimization': {'stage': 1, 'offload_optimizer': {'device': 'none', 'pin_memory': True}, 'allgather_partitions': True, 'allgather_bucket_size': 200000000.0, 'overlap_comm': False, 'reduce_scatter': True, 'reduce_bucket_size': 200000000.0, 'contiguous_gradients': True}, 'gradient_accumulation_steps': 'auto', 'gradient_clipping': 'auto', 'steps_per_print': 2000, 'train_batch_size': 'auto', 'train_micro_batch_size_per_gpu': 'auto', 'wall_clock_breakdown': False}, label_smoothing_factor=0.0, optim=<OptimizerNames.ADAMW_TORCH_FUSED: 'adamw_torch_fused'>, optim_args=None, adafactor=False, group_by_length=False, length_column_name='length', report_to=['tensorboard'], project='huggingface', trackio_space_id='trackio', ddp_find_unused_parameters=None, ddp_bucket_cap_mb=None, ddp_broadcast_buffers=None, dataloader_pin_memory=True, dataloader_persistent_workers=False, skip_memory_metrics=True, use_legacy_prediction_loop=False, push_to_hub=False, resume_from_checkpoint='/home/dataset-assist-0/wangdi/exp/save/cs_rl/zero2reason_qwen3vl8b_grpo_1013_lr5e-6_beta004_lora16_type5/v0-20251018-002128/checkpoint-1600', hub_model_id=None, hub_strategy=<HubStrategy.EVERY_SAVE: 'every_save'>, hub_token=None, hub_private_repo=None, hub_always_push=False, hub_revision=None, gradient_checkpointing=True, gradient_checkpointing_kwargs=None, include_inputs_for_metrics=False, include_for_metrics=[], eval_do_concat_batches=True, fp16_backend='auto', 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=18000000, torch_compile=False, torch_compile_backend=None, torch_compile_mode=None, include_tokens_per_second=None, include_num_input_tokens_seen=None, neftune_noise_alpha=None, optim_target_modules=None, batch_eval_metrics=False, eval_on_start=False, use_liger_kernel=False, liger_kernel_config=None, eval_use_gather_object=False, average_tokens_across_devices=None, model_init_kwargs=None, disable_dropout=False, max_prompt_length=512, num_generations=8, max_completion_length=1024, ds3_gather_for_generation=True, shuffle_dataset=True, generation_batch_size=48, steps_per_generation=2, temperature=0.9, top_p=0.9, top_k=50, min_p=None, generation_kwargs=None, repetition_penalty=1.0, use_transformers_paged=False, cache_implementation=None, use_vllm=True, vllm_server_base_url=None, vllm_mode='server', vllm_guided_decoding_regex=None, vllm_server_host=['127.0.0.1'], vllm_server_port=[8000], vllm_server_timeout=240.0, vllm_gpu_memory_utilization=0.9, vllm_tensor_parallel_size=1, beta=0.04, num_iterations=1, epsilon=0.2, delta=None, epsilon_high=None, importance_sampling_level='token', reward_weights=None, scale_rewards=True, loss_type='grpo', mask_truncated_completions=False, sync_ref_model=False, ref_model_mixup_alpha=0.6, ref_model_sync_steps=512, top_entropy_quantile=1.0, use_liger_loss=False, log_completions=True, num_completions_to_print=None, wandb_log_unique_prompts=None, tuner_backend='peft', vit_gradient_checkpointing=True, router_aux_loss_coef=0.0, enable_dft_loss=False, enable_channel_loss=False, check_model=True, acc_strategy='token', train_dataloader_shuffle=True, max_epochs=None, aligner_lr=None, vit_lr=None, use_logits_to_keep=None, resume_only_model=False, optimizer=None, metric=None, eval_use_evalscope=False, eval_dataset=[], eval_dataset_args=None, eval_limit=None, eval_generation_config=None, extra_eval_args=None, use_flash_ckpt=False, sft_alpha=0, chord_sft_dataset=[], chord_sft_per_device_train_batch_size=None, chord_enable_phi_function=False, chord_mu_warmup_steps=None, chord_mu_decay_steps=None, chord_mu_peak=None, chord_mu_valley=None, train_type='lora', local_repo_path=None, galore_config=None, padding_side='right', padding_free=False, task_type='causal_lm', vllm_pipeline_parallel_size=1, vllm_enable_expert_parallel=False, vllm_max_num_seqs=256, vllm_max_model_len=None, vllm_disable_custom_all_reduce=True, vllm_enforce_eager=False, vllm_limit_mm_per_prompt={}, vllm_max_lora_rank=16, vllm_enable_prefix_caching=True, vllm_use_async_engine=False, vllm_quantization=None, vllm_reasoning_parser=None, vllm_disable_cascade_attn=False, vllm_data_parallel_size=1, gpu_memory_utilization=None, tensor_parallel_size=None, max_model_len=None, limit_mm_per_prompt=None, data_parallel_size=None, use_async_engine=None, vllm_enable_lora=False, cosine_min_len_value_wrong=-0.5, cosine_max_len_value_wrong=0.0, cosine_min_len_value_correct=1.0, cosine_max_len_value_correct=0.5, cosine_max_len=1024, repetition_n_grams=3, repetition_max_penalty=-1.0, reward_model=None, reward_model_plugin=None, async_generate=False, sleep_level=0, move_model_batches=None, offload_optimizer=False, offload_model=False, gc_collect_after_offload=False, multi_turn_func=None, multi_turn_scheduler=None, max_turns=None, completion_length_limit_scope='per_round', vllm_server_pass_dataset=False, dynamic_sample=False, max_resample_times=3, overlong_filter=False, soft_max_length=None, soft_cache_length=None, log_entropy=False, dataset_shuffle=True, stop_words=[], lora_rank=16)"
} |