Yugong09/GeoGuess
075
1{2 "output_dir": "/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v3-20260412-185331",3 "overwrite_output_dir": false,4 "do_train": false,5 "do_eval": false,6 "do_predict": false,7 "eval_strategy": "no",8 "prediction_loss_only": false,9 "per_device_train_batch_size": 1,10 "per_device_eval_batch_size": 1,11 "per_gpu_train_batch_size": null,12 "per_gpu_eval_batch_size": null,13 "gradient_accumulation_steps": 8,14 "eval_accumulation_steps": null,15 "eval_delay": 0,16 "torch_empty_cache_steps": null,17 "learning_rate": 1e-06,18 "weight_decay": 0.1,19 "adam_beta1": 0.9,20 "adam_beta2": 0.95,21 "adam_epsilon": 1e-08,22 "max_grad_norm": 1.0,23 "num_train_epochs": 1.0,24 "max_steps": -1,25 "lr_scheduler_type": "cosine",26 "lr_scheduler_kwargs": null,27 "warmup_ratio": 0.0,28 "warmup_steps": 0,29 "log_level": "passive",30 "log_level_replica": "warning",31 "log_on_each_node": true,32 "logging_dir": "/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v3-20260412-185331/runs",33 "logging_strategy": "steps",34 "logging_first_step": true,35 "logging_steps": 1,36 "logging_nan_inf_filter": true,37 "save_strategy": "steps",38 "save_steps": 30.0,39 "save_total_limit": 3,40 "save_safetensors": true,41 "save_on_each_node": false,42 "save_only_model": false,43 "restore_callback_states_from_checkpoint": false,44 "no_cuda": false,45 "use_cpu": false,46 "use_mps_device": false,47 "seed": 42,48 "data_seed": 42,49 "jit_mode_eval": false,50 "bf16": true,51 "fp16": false,52 "fp16_opt_level": "O1",53 "half_precision_backend": "auto",54 "bf16_full_eval": false,55 "fp16_full_eval": false,56 "tf32": null,57 "local_rank": 0,58 "ddp_backend": null,59 "tpu_num_cores": null,60 "tpu_metrics_debug": false,61 "debug": null,62 "dataloader_drop_last": false,63 "eval_steps": 30.0,64 "dataloader_num_workers": 4,65 "dataloader_prefetch_factor": null,66 "past_index": -1,67 "run_name": "/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v3-20260412-185331",68 "disable_tqdm": null,69 "remove_unused_columns": false,70 "label_names": null,71 "load_best_model_at_end": false,72 "metric_for_best_model": "loss",73 "greater_is_better": false,74 "ignore_data_skip": false,75 "fsdp": [],76 "fsdp_min_num_params": 0,77 "fsdp_config": null,78 "fsdp_transformer_layer_cls_to_wrap": null,79 "accelerator_config": {80 "dispatch_batches": false81 },82 "parallelism_config": null,83 "deepspeed": {84 "fp16": {85 "enabled": "auto",86 "loss_scale": 0,87 "loss_scale_window": 1000,88 "initial_scale_power": 16,89 "hysteresis": 2,90 "min_loss_scale": 191 },92 "bf16": {93 "enabled": "auto"94 },95 "zero_optimization": {96 "stage": 3,97 "offload_optimizer": {98 "device": "none",99 "pin_memory": true100 },101 "offload_param": {102 "device": "none",103 "pin_memory": true104 },105 "overlap_comm": false,106 "contiguous_gradients": true,107 "sub_group_size": 1000000000.0,108 "reduce_bucket_size": "auto",109 "zero_quantized_weights": false,110 "zero_quantized_gradients": false,111 "stage3_prefetch_bucket_size": "auto",112 "stage3_param_persistence_threshold": "auto",113 "stage3_max_live_parameters": 1000000000.0,114 "stage3_max_reuse_distance": 1000000000.0,115 "stage3_gather_16bit_weights_on_model_save": true116 },117 "gradient_accumulation_steps": "auto",118 "gradient_clipping": "auto",119 "steps_per_print": 2000,120 "train_batch_size": "auto",121 "train_micro_batch_size_per_gpu": "auto",122 "wall_clock_breakdown": false123 },124 "label_smoothing_factor": 0.0,125 "optim": "adamw_torch_fused",126 "optim_args": null,127 "adafactor": false,128 "group_by_length": false,129 "length_column_name": "length",130 "report_to": [131 "tensorboard"132 ],133 "project": "huggingface",134 "trackio_space_id": "trackio",135 "ddp_find_unused_parameters": null,136 "ddp_bucket_cap_mb": null,137 "ddp_broadcast_buffers": null,138 "dataloader_pin_memory": true,139 "dataloader_persistent_workers": false,140 "skip_memory_metrics": true,141 "use_legacy_prediction_loop": false,142 "push_to_hub": false,143 "resume_from_checkpoint": "/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v2-20260408-131844/checkpoint-1230",144 "hub_model_id": null,145 "hub_strategy": "every_save",146 "hub_token": null,147 "hub_private_repo": null,148 "hub_always_push": false,149 "hub_revision": null,150 "gradient_checkpointing": true,151 "gradient_checkpointing_kwargs": null,152 "include_inputs_for_metrics": false,153 "include_for_metrics": [],154 "eval_do_concat_batches": true,155 "fp16_backend": "auto",156 "push_to_hub_model_id": null,157 "push_to_hub_organization": null,158 "push_to_hub_token": null,159 "mp_parameters": "",160 "auto_find_batch_size": false,161 "full_determinism": false,162 "torchdynamo": null,163 "ray_scope": "last",164 "ddp_timeout": 18000000,165 "torch_compile": false,166 "torch_compile_backend": null,167 "torch_compile_mode": null,168 "include_tokens_per_second": false,169 "include_num_input_tokens_seen": false,170 "neftune_noise_alpha": null,171 "optim_target_modules": null,172 "batch_eval_metrics": false,173 "eval_on_start": false,174 "use_liger_kernel": false,175 "liger_kernel_config": null,176 "eval_use_gather_object": false,177 "average_tokens_across_devices": true,178 "sortish_sampler": false,179 "predict_with_generate": false,180 "generation_max_length": null,181 "generation_num_beams": null,182 "generation_config": null,183 "tuner_backend": "peft",184 "vit_gradient_checkpointing": null,185 "router_aux_loss_coef": 0.0,186 "enable_dft_loss": false,187 "enable_channel_loss": false,188 "safe_serialization": true,189 "max_shard_size": "5GB",190 "check_model": true,191 "acc_strategy": "token",192 "train_dataloader_shuffle": true,193 "max_epochs": null,194 "aligner_lr": null,195 "vit_lr": null,196 "use_logits_to_keep": null,197 "ds3_gather_for_generation": true,198 "resume_only_model": false,199 "optimizer": null,200 "loss_type": "grpo",201 "eval_metric": null,202 "callbacks": [],203 "early_stop_interval": null,204 "eval_use_evalscope": false,205 "eval_dataset": [],206 "eval_dataset_args": null,207 "eval_limit": null,208 "eval_generation_config": null,209 "extra_eval_args": null,210 "tuner_type": "full",211 "use_galore": false,212 "galore_target_modules": null,213 "galore_rank": 128,214 "galore_update_proj_gap": 50,215 "galore_scale": 1.0,216 "galore_proj_type": "std",217 "galore_optim_per_parameter": false,218 "galore_with_embedding": false,219 "galore_quantization": false,220 "galore_proj_quant": false,221 "galore_proj_bits": 4,222 "galore_proj_group_size": 256,223 "galore_cos_threshold": 0.4,224 "galore_gamma_proj": 2,225 "galore_queue_size": 5,226 "lisa_activated_layers": 0,227 "lisa_step_interval": 20,228 "use_flash_ckpt": false,229 "use_ray": false,230 "ray_exp_name": null,231 "device_groups": null,232 "model": "/work/nvme/beqq/ytao4/hf_cache/hub/models--Qwen--Qwen3-VL-4B-Instruct/snapshots/ebb281ec70b05090aa6165b016eac8ec08e71b17",233 "model_type": "qwen3_vl",234 "model_revision": null,235 "task_type": "causal_lm",236 "torch_dtype": "bfloat16",237 "attn_impl": null,238 "experts_impl": null,239 "new_special_tokens": [],240 "num_labels": null,241 "problem_type": null,242 "rope_scaling": null,243 "device_map": null,244 "max_memory": {},245 "max_model_len": null,246 "local_repo_path": null,247 "init_strategy": null,248 "template": "qwen3_vl",249 "system": null,250 "max_length": 2048,251 "truncation_strategy": "left",252 "max_pixels": null,253 "agent_template": null,254 "norm_bbox": null,255 "use_chat_template": true,256 "padding_side": "right",257 "padding_free": false,258 "loss_scale": "last_round",259 "sequence_parallel_size": 1,260 "template_backend": "swift",261 "response_prefix": null,262 "enable_thinking": null,263 "add_non_thinking_prefix": true,264 "dataset": [265 "/u/ytao4/geolocation-dev/method/data/mp16-eval-geoclip.jsonl"266 ],267 "val_dataset": [],268 "cached_dataset": [],269 "cached_val_dataset": [],270 "split_dataset_ratio": 0.0,271 "dataset_num_proc": 1,272 "load_from_cache_file": true,273 "dataset_shuffle": true,274 "val_dataset_shuffle": false,275 "streaming": false,276 "interleave_prob": null,277 "stopping_strategy": "first_exhausted",278 "shuffle_buffer_size": 1000,279 "download_mode": "reuse_dataset_if_exists",280 "columns": {},281 "strict": false,282 "model_name": null,283 "model_author": null,284 "custom_dataset_info": [],285 "quant_method": null,286 "quant_bits": null,287 "hqq_axis": null,288 "bnb_4bit_compute_dtype": "bfloat16",289 "bnb_4bit_quant_type": "nf4",290 "bnb_4bit_use_double_quant": true,291 "bnb_4bit_quant_storage": null,292 "max_new_tokens": 2048,293 "temperature": 1.0,294 "top_k": -1,295 "top_p": 1.0,296 "repetition_penalty": 1.0,297 "num_beams": 1,298 "stream": false,299 "stop_words": [],300 "logprobs": false,301 "top_logprobs": null,302 "structured_outputs_regex": null,303 "train_type": null,304 "adapters": [],305 "external_plugins": [306 "/u/ytao4/geolocation-dev/method/geo_reward.py"307 ],308 "custom_register_path": [],309 "model_kwargs": {},310 "load_args": false,311 "load_data_args": false,312 "packing": false,313 "packing_length": null,314 "packing_num_proc": 1,315 "lazy_tokenize": true,316 "use_hf": true,317 "ignore_args_error": false,318 "use_swift_lora": false,319 "freeze_parameters": [320 "model.visual",321 "model.visual.merger",322 "model.visual.deepstack_merger_list"323 ],324 "freeze_parameters_regex": null,325 "freeze_parameters_ratio": 0.0,326 "trainable_parameters": [],327 "trainable_parameters_regex": null,328 "freeze_llm": false,329 "freeze_vit": true,330 "freeze_aligner": true,331 "target_modules": [332 "all-linear"333 ],334 "target_regex": null,335 "target_parameters": null,336 "modules_to_save": [],337 "lora_rank": 8,338 "lora_alpha": 32,339 "lora_dropout": 0.05,340 "lora_bias": "none",341 "lora_dtype": null,342 "lorap_lr_ratio": null,343 "use_rslora": false,344 "use_dora": false,345 "lora_ga_batch_size": 2,346 "lora_ga_iters": 2,347 "lora_ga_max_length": 1024,348 "lora_ga_direction": "ArB2r",349 "lora_ga_scale": "stable",350 "lora_ga_stable_gamma": 16,351 "init_weights": true,352 "fourier_n_frequency": 2000,353 "fourier_scaling": 300.0,354 "boft_block_size": 4,355 "boft_block_num": 0,356 "boft_n_butterfly_factor": 1,357 "boft_dropout": 0.0,358 "vera_rank": 256,359 "vera_projection_prng_key": 0,360 "vera_dropout": 0.0,361 "vera_d_initial": 0.1,362 "adapter_act": "gelu",363 "adapter_length": 128,364 "adalora_target_r": 8,365 "adalora_init_r": 12,366 "adalora_tinit": 0,367 "adalora_tfinal": 0,368 "adalora_deltaT": 1,369 "adalora_beta1": 0.85,370 "adalora_beta2": 0.85,371 "adalora_orth_reg_weight": 0.5,372 "llamapro_num_new_blocks": 4,373 "llamapro_num_groups": null,374 "reft_layer_key": null,375 "reft_layers": null,376 "reft_rank": 4,377 "reft_intervention_type": "LoreftIntervention",378 "reft_args": null,379 "swanlab_token": null,380 "swanlab_project": "ms-swift",381 "swanlab_workspace": null,382 "swanlab_exp_name": null,383 "swanlab_notification_method": null,384 "swanlab_webhook_url": null,385 "swanlab_secret": null,386 "swanlab_sender_email": null,387 "swanlab_receiver_email": null,388 "swanlab_smtp_server": null,389 "swanlab_smtp_port": null,390 "swanlab_email_language": "zh",391 "swanlab_mode": "cloud",392 "add_version": true,393 "create_checkpoint_symlink": false,394 "zero_hpz_partition_size": null,395 "deepspeed_autotp_size": null,396 "reward_model": null,397 "reward_adapters": [],398 "reward_model_type": null,399 "reward_model_revision": null,400 "reward_template": null,401 "num_ppo_epochs": 4,402 "whiten_rewards": false,403 "kl_coef": 0.05,404 "cliprange": 0.2,405 "vf_coef": 0.1,406 "cliprange_value": 0.2,407 "gamma": 1.0,408 "lam": 0.95,409 "num_mini_batches": 1,410 "local_rollout_forward_batch_size": 64,411 "num_sample_generations": 10,412 "response_length": 2048,413 "missing_eos_penalty": null,414 "vllm_gpu_memory_utilization": 0.2,415 "vllm_tensor_parallel_size": 4,416 "vllm_pipeline_parallel_size": 1,417 "vllm_enable_expert_parallel": false,418 "vllm_max_num_seqs": null,419 "vllm_max_model_len": 4096,420 "vllm_disable_custom_all_reduce": true,421 "vllm_enforce_eager": false,422 "vllm_limit_mm_per_prompt": null,423 "vllm_max_lora_rank": 16,424 "vllm_enable_prefix_caching": false,425 "vllm_use_async_engine": null,426 "vllm_quantization": null,427 "vllm_reasoning_parser": null,428 "vllm_disable_cascade_attn": false,429 "vllm_mm_processor_cache_gb": 0.0,430 "vllm_speculative_config": null,431 "vllm_engine_kwargs": {},432 "vllm_data_parallel_size": 1,433 "use_vllm": true,434 "vllm_mode": "colocate",435 "vllm_enable_lora": false,436 "vllm_server_base_url": null,437 "vllm_server_host": null,438 "vllm_server_port": [439 8000440 ],441 "vllm_server_timeout": 240.0,442 "vllm_server_group_port": null,443 "enable_flattened_weight_sync": true,444 "async_generate": false,445 "sleep_level": 1,446 "move_model_batches": null,447 "offload_optimizer": false,448 "offload_model": false,449 "wandb_log_unique_prompts": null,450 "epsilon": 0.2,451 "epsilon_high": 0.28,452 "delta": null,453 "cosine_min_len_value_wrong": -0.5,454 "cosine_max_len_value_wrong": 0.0,455 "cosine_min_len_value_correct": 1.0,456 "cosine_max_len_value_correct": 0.5,457 "cosine_max_len": null,458 "repetition_n_grams": 3,459 "repetition_max_penalty": -1.0,460 "reward_model_plugin": null,461 "chord_sft_dataset": [],462 "chord_sft_per_device_train_batch_size": null,463 "chord_enable_phi_function": false,464 "chord_mu_warmup_steps": null,465 "chord_mu_decay_steps": null,466 "chord_mu_peak": null,467 "chord_mu_valley": null,468 "sync_ref_model": false,469 "ref_model_sync_steps": 512,470 "ref_model_mixup_alpha": 0.6,471 "multi_turn_scheduler": null,472 "max_turns": null,473 "completion_length_limit_scope": "per_round",474 "vllm_server_pass_dataset": false,475 "dynamic_sample": false,476 "max_resample_times": 3,477 "overlong_filter": false,478 "soft_max_length": null,479 "soft_cache_length": null,480 "scale_rewards": "none",481 "log_entropy": false,482 "top_entropy_quantile": 1.0,483 "importance_sampling_level": "token",484 "tau_pos": 1.0,485 "tau_neg": 1.05,486 "advantage_estimator": "grpo",487 "kl_in_reward": false,488 "generation_batch_size": null,489 "steps_per_generation": null,490 "num_generations_eval": null,491 "rollout_importance_sampling_mode": null,492 "rollout_importance_sampling_threshold": 2.0,493 "log_rollout_offpolicy_metrics": false,494 "off_policy_sequence_mask_delta": null,495 "num_generations": 4,496 "reward_funcs": [497 "geo_format_acc",498 "geo_distance_acc"499 ],500 "reward_weights": null,501 "log_completions": true,502 "num_iterations": 1,503 "teacher_model": null,504 "teacher_adapters": [],505 "teacher_model_type": null,506 "teacher_model_revision": null,507 "teacher_deepspeed": null,508 "teacher_model_server": null,509 "rlhf_type": "grpo",510 "ref_model": "/work/nvme/beqq/ytao4/hf_cache/hub/models--Qwen--Qwen3-VL-4B-Instruct/snapshots/ebb281ec70b05090aa6165b016eac8ec08e71b17",511 "ref_adapters": [],512 "ref_model_type": "qwen3_vl",513 "ref_model_revision": null,514 "beta": 0.04,515 "label_smoothing": 0,516 "max_completion_length": 2048,517 "rpo_alpha": null,518 "ld_alpha": null,519 "discopop_tau": 0.05,520 "loss_weights": null,521 "cpo_alpha": 1.0,522 "simpo_gamma": 1,523 "desirable_weight": 1.0,524 "undesirable_weight": 1.0,525 "center_rewards_coefficient": null,526 "sft_alpha": 0,527 "lmbda": 0.5,528 "seq_kd": false,529 "gkd_logits_topk": null,530 "offload_teacher_model": false,531 "swift_version": "4.0.4",532 "ckpt_dir": null,533 "rank": 0,534 "global_world_size": 4,535 "local_world_size": 4,536 "model_suffix": "Qwen3-VL-4B-Instruct",537 "model_info": "ModelInfo(model_type='qwen3_vl', model_dir='/work/nvme/beqq/ytao4/hf_cache/hub/models--Qwen--Qwen3-VL-4B-Instruct/snapshots/ebb281ec70b05090aa6165b016eac8ec08e71b17', 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, is_multimodal=True, config=None, task_type='causal_lm', num_labels=None)",538 "model_meta": "ModelMeta(model_type='qwen3_vl', model_groups=[ModelGroup(models=[Model(ms_model_id='Qwen/Qwen3-VL-2B-Instruct', hf_model_id='Qwen/Qwen3-VL-2B-Instruct', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-2B-Thinking', hf_model_id='Qwen/Qwen3-VL-2B-Thinking', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-2B-Instruct-FP8', hf_model_id='Qwen/Qwen3-VL-2B-Instruct-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-2B-Thinking-FP8', hf_model_id='Qwen/Qwen3-VL-2B-Thinking-FP8', model_path=None, ms_revision=None, hf_revision=None), 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), Model(ms_model_id='Qwen/Qwen3-VL-32B-Instruct', hf_model_id='Qwen/Qwen3-VL-32B-Instruct', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-32B-Thinking', hf_model_id='Qwen/Qwen3-VL-32B-Thinking', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-32B-Instruct-FP8', hf_model_id='Qwen/Qwen3-VL-32B-Instruct-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-VL-32B-Thinking-FP8', hf_model_id='Qwen/Qwen3-VL-32B-Thinking-FP8', model_path=None, ms_revision=None, hf_revision=None)], template='qwen3_vl', ignore_patterns=None, requires=None, tags=[])], loader=<class 'swift.model.models.qwen.Qwen3VLLoader'>, template='qwen3_vl', 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', 'lm_head'], 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=[])",539 "model_dir": "/work/nvme/beqq/ytao4/hf_cache/hub/models--Qwen--Qwen3-VL-4B-Instruct/snapshots/ebb281ec70b05090aa6165b016eac8ec08e71b17",540 "template_meta": "QwenTemplateMeta(template_type='qwen3_vl', prefix=[], prompt=['<|im_start|>user\\n{{QUERY}}<|im_end|>\\n<|im_start|>assistant\\n'], chat_sep=['<|im_end|>\\n'], suffix=['<|im_end|>\\n'], template_cls=<class 'swift.template.templates.qwen.Qwen3VLTemplate'>, system_prefix=['<|im_start|>system\\n{{SYSTEM}}<|im_end|>\\n'], default_system=None, auto_add_bos=False, stop_words=['<|endoftext|>'], agent_template='hermes', is_thinking=False, thinking_prefix='<think>\\n', non_thinking_prefix='', history_thinking_prefix='')",541 "_val_dataset_exists": false,542 "hub": "<class 'swift.hub.hub.HFHub'>",543 "evaluation_strategy": "steps",544 "training_args": "GRPOConfig(output_dir='/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v3-20260412-185331', 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=1, per_device_eval_batch_size=1, per_gpu_train_batch_size=None, per_gpu_eval_batch_size=None, gradient_accumulation_steps=8, eval_accumulation_steps=None, eval_delay=0, torch_empty_cache_steps=None, learning_rate=1e-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=0.0, warmup_steps=0, log_level='passive', log_level_replica='warning', log_on_each_node=True, logging_dir='/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v3-20260412-185331/runs', logging_strategy=<IntervalStrategy.STEPS: 'steps'>, logging_first_step=True, logging_steps=1, logging_nan_inf_filter=True, save_strategy=<SaveStrategy.STEPS: 'steps'>, save_steps=30, 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=30.0, dataloader_num_workers=4, dataloader_prefetch_factor=2, past_index=-1, run_name='/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v3-20260412-185331', 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': 3, 'offload_optimizer': {'device': 'none', 'pin_memory': True}, 'offload_param': {'device': 'none', 'pin_memory': True}, 'overlap_comm': False, 'contiguous_gradients': True, 'sub_group_size': 1000000000.0, 'reduce_bucket_size': 'auto', 'zero_quantized_weights': False, 'zero_quantized_gradients': False, 'stage3_prefetch_bucket_size': 0, 'stage3_param_persistence_threshold': 'auto', 'stage3_max_live_parameters': 1000000000.0, 'stage3_max_reuse_distance': 1000000000.0, 'stage3_gather_16bit_weights_on_model_save': 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='/u/ytao4/geolocation-dev/method/output/qwen3-vl-4b-geolocation-rl/v2-20260408-131844/checkpoint-1230', 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, cast_lm_head_to_fp32=False, num_generations=4, num_generations_eval=None, max_completion_length=2048, ds3_gather_for_generation=True, shuffle_dataset=True, generation_batch_size=32, steps_per_generation=8, temperature=1.0, top_p=1.0, top_k=-1, min_p=None, generation_kwargs=None, chat_template_kwargs=None, repetition_penalty=1.0, use_transformers_paged=False, cache_implementation=None, use_vllm=True, vllm_mode='colocate', vllm_model_impl='vllm', vllm_enable_sleep_mode=False, vllm_structured_outputs_regex=None, vllm_server_base_url=None, vllm_server_host=None, vllm_server_port=[8000], vllm_server_timeout=240.0, vllm_group_port=51216, vllm_gpu_memory_utilization=0.2, vllm_max_model_length=None, vllm_tensor_parallel_size=4, beta=0.04, num_iterations=1, epsilon=0.2, delta=None, epsilon_high=0.28, sapo_temperature_neg=1.05, sapo_temperature_pos=1.0, importance_sampling_level='token', reward_weights=None, multi_objective_aggregation='sum_then_normalize', scale_rewards='none', 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, max_tool_calling_iterations=None, vllm_importance_sampling_correction=True, vllm_importance_sampling_mode='sequence_mask', vllm_importance_sampling_cap=3.0, off_policy_mask_threshold=None, use_bias_correction_kl=False, log_completions=True, num_completions_to_print=None, log_unique_prompts=False, log_completions_hub_repo=None, tuner_backend='peft', vit_gradient_checkpointing=True, router_aux_loss_coef=0.0, enable_dft_loss=False, enable_channel_loss=False, safe_serialization=True, max_shard_size='5GB', 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, eval_metric=None, callbacks=[], early_stop_interval=None, eval_use_evalscope=False, eval_dataset=[], eval_dataset_args=None, eval_limit=None, eval_generation_config=None, extra_eval_args=None, tuner_type='full', use_galore=False, galore_target_modules=None, 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, lisa_activated_layers=0, lisa_step_interval=20, use_flash_ckpt=False, vllm_pipeline_parallel_size=1, vllm_enable_expert_parallel=False, vllm_max_num_seqs=None, vllm_max_model_len=4096, vllm_disable_custom_all_reduce=True, vllm_enforce_eager=False, vllm_limit_mm_per_prompt=None, vllm_max_lora_rank=16, vllm_enable_prefix_caching=False, vllm_use_async_engine=None, vllm_quantization=None, vllm_reasoning_parser=None, vllm_disable_cascade_attn=False, vllm_mm_processor_cache_gb=0.0, vllm_speculative_config=None, vllm_engine_kwargs={}, vllm_data_parallel_size=1, stop_words=[], vllm_enable_lora=False, lora_rank=8, vllm_server_group_port=None, enable_flattened_weight_sync=True, async_generate=False, structured_outputs_regex=None, sleep_level=1, move_model_batches=None, offload_optimizer=False, offload_model=False, wandb_log_unique_prompts=None, 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=2048, repetition_n_grams=3, repetition_max_penalty=-1.0, reward_model=None, reward_model_plugin=None, 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, 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, tau_pos=1.0, tau_neg=1.05, advantage_estimator='grpo', kl_in_reward=False, dataset_shuffle=True, rollout_importance_sampling_mode=None, rollout_importance_sampling_threshold=2.0, log_rollout_offpolicy_metrics=False, off_policy_sequence_mask_delta=None)"545}