ASLP-lab/CN-MultiDialect-ASR
18203
1{2 "output_dir": "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v7-20260708-235534",3 "overwrite_output_dir": false,4 "do_train": false,5 "do_eval": false,6 "do_predict": false,7 "eval_strategy": "steps",8 "prediction_loss_only": false,9 "per_device_train_batch_size": 96,10 "per_device_eval_batch_size": 96,11 "per_gpu_train_batch_size": null,12 "per_gpu_eval_batch_size": null,13 "gradient_accumulation_steps": 2,14 "eval_accumulation_steps": null,15 "eval_delay": 0,16 "torch_empty_cache_steps": null,17 "learning_rate": 1e-05,18 "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": 0.05,28 "warmup_steps": 0,29 "log_level": "passive",30 "log_level_replica": "warning",31 "log_on_each_node": true,32 "logging_dir": "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v7-20260708-235534/runs",33 "logging_strategy": "steps",34 "logging_first_step": true,35 "logging_steps": 5,36 "logging_nan_inf_filter": true,37 "save_strategy": "steps",38 "save_steps": 500.0,39 "save_total_limit": null,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": 500.0,64 "dataloader_num_workers": 16,65 "dataloader_prefetch_factor": null,66 "past_index": -1,67 "run_name": "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v7-20260708-235534",68 "disable_tqdm": null,69 "remove_unused_columns": true,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": 2,97 "offload_optimizer": {98 "device": "none",99 "pin_memory": true100 },101 "allgather_partitions": true,102 "allgather_bucket_size": 200000000.0,103 "overlap_comm": false,104 "reduce_scatter": true,105 "reduce_bucket_size": 200000000.0,106 "contiguous_gradients": true107 },108 "gradient_accumulation_steps": "auto",109 "gradient_clipping": "auto",110 "steps_per_print": 2000,111 "train_batch_size": "auto",112 "train_micro_batch_size_per_gpu": "auto",113 "wall_clock_breakdown": false114 },115 "label_smoothing_factor": 0.0,116 "optim": "adamw_torch_fused",117 "optim_args": null,118 "adafactor": false,119 "group_by_length": false,120 "length_column_name": "length",121 "report_to": [122 "tensorboard"123 ],124 "project": "huggingface",125 "trackio_space_id": "trackio",126 "ddp_find_unused_parameters": null,127 "ddp_bucket_cap_mb": null,128 "ddp_broadcast_buffers": null,129 "dataloader_pin_memory": true,130 "dataloader_persistent_workers": false,131 "skip_memory_metrics": true,132 "use_legacy_prediction_loop": false,133 "push_to_hub": false,134 "resume_from_checkpoint": "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v6-20260707-132425/checkpoint-8500",135 "hub_model_id": null,136 "hub_strategy": "every_save",137 "hub_token": null,138 "hub_private_repo": null,139 "hub_always_push": false,140 "hub_revision": null,141 "gradient_checkpointing": true,142 "gradient_checkpointing_kwargs": "{\"use_reentrant\": false}",143 "include_inputs_for_metrics": false,144 "include_for_metrics": [],145 "eval_do_concat_batches": true,146 "fp16_backend": "auto",147 "push_to_hub_model_id": null,148 "push_to_hub_organization": null,149 "push_to_hub_token": null,150 "mp_parameters": "",151 "auto_find_batch_size": false,152 "full_determinism": false,153 "torchdynamo": null,154 "ray_scope": "last",155 "ddp_timeout": 18000000,156 "torch_compile": false,157 "torch_compile_backend": null,158 "torch_compile_mode": null,159 "include_tokens_per_second": false,160 "include_num_input_tokens_seen": false,161 "neftune_noise_alpha": null,162 "optim_target_modules": null,163 "batch_eval_metrics": false,164 "eval_on_start": false,165 "use_liger_kernel": false,166 "liger_kernel_config": null,167 "eval_use_gather_object": false,168 "average_tokens_across_devices": true,169 "sortish_sampler": false,170 "predict_with_generate": false,171 "generation_max_length": null,172 "generation_num_beams": null,173 "generation_config": null,174 "tuner_backend": "peft",175 "vit_gradient_checkpointing": true,176 "router_aux_loss_coef": 0.0,177 "enable_dft_loss": false,178 "enable_channel_loss": false,179 "safe_serialization": true,180 "max_shard_size": "5GB",181 "check_model": false,182 "acc_strategy": "token",183 "train_dataloader_shuffle": true,184 "max_epochs": null,185 "aligner_lr": null,186 "vit_lr": null,187 "use_logits_to_keep": null,188 "ds3_gather_for_generation": true,189 "resume_only_model": false,190 "optimizer": null,191 "loss_type": null,192 "eval_metric": null,193 "callbacks": [],194 "early_stop_interval": null,195 "eval_use_evalscope": false,196 "eval_dataset": [],197 "eval_dataset_args": null,198 "eval_limit": null,199 "eval_generation_config": null,200 "extra_eval_args": null,201 "tuner_type": "full",202 "use_galore": false,203 "galore_target_modules": null,204 "galore_rank": 128,205 "galore_update_proj_gap": 50,206 "galore_scale": 1.0,207 "galore_proj_type": "std",208 "galore_optim_per_parameter": false,209 "galore_with_embedding": false,210 "galore_quantization": false,211 "galore_proj_quant": false,212 "galore_proj_bits": 4,213 "galore_proj_group_size": 256,214 "galore_cos_threshold": 0.4,215 "galore_gamma_proj": 2,216 "galore_queue_size": 5,217 "lisa_activated_layers": 0,218 "lisa_step_interval": 20,219 "use_flash_ckpt": false,220 "use_ray": false,221 "ray_exp_name": null,222 "device_groups": null,223 "model": "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en_lora/v2-20260629-195144/checkpoint-10000-merged",224 "model_type": "qwen3_asr",225 "model_revision": null,226 "task_type": "causal_lm",227 "torch_dtype": "bfloat16",228 "attn_impl": "flash_attention_2",229 "experts_impl": null,230 "new_special_tokens": [],231 "num_labels": null,232 "problem_type": null,233 "rope_scaling": null,234 "device_map": null,235 "max_memory": {},236 "max_model_len": null,237 "local_repo_path": null,238 "init_strategy": null,239 "template": "qwen3_asr",240 "system": null,241 "max_length": 1024,242 "truncation_strategy": "delete",243 "max_pixels": null,244 "agent_template": null,245 "norm_bbox": null,246 "use_chat_template": true,247 "padding_side": "right",248 "padding_free": true,249 "loss_scale": "default",250 "sequence_parallel_size": 1,251 "is_binary_loss_scale": null,252 "template_backend": "swift",253 "response_prefix": null,254 "enable_thinking": null,255 "preserve_thinking": null,256 "add_non_thinking_prefix": true,257 "disable_ignore_empty_think": false,258 "dataset": [259 "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/data/train_v8_processed/train_new.jsonl"260 ],261 "val_dataset": [262 "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/data/train_v8_processed/dev.jsonl"263 ],264 "cached_dataset": [],265 "cached_val_dataset": [],266 "split_dataset_ratio": 0.0,267 "dataset_num_proc": 8,268 "load_from_cache_file": true,269 "dataset_shuffle": true,270 "val_dataset_shuffle": false,271 "streaming": false,272 "interleave_prob": null,273 "stopping_strategy": "first_exhausted",274 "shuffle_buffer_size": 1000,275 "download_mode": "reuse_dataset_if_exists",276 "columns": {},277 "strict": false,278 "disable_auto_column_mapping": false,279 "model_name": null,280 "model_author": null,281 "custom_dataset_info": [],282 "quant_method": null,283 "quant_bits": null,284 "hqq_axis": null,285 "bnb_4bit_compute_dtype": "bfloat16",286 "bnb_4bit_quant_type": "nf4",287 "bnb_4bit_use_double_quant": true,288 "bnb_4bit_quant_storage": null,289 "max_new_tokens": 64,290 "temperature": 0.0,291 "top_k": null,292 "top_p": null,293 "repetition_penalty": null,294 "num_beams": 1,295 "stream": false,296 "stop_words": [],297 "logprobs": false,298 "top_logprobs": null,299 "structured_outputs_regex": null,300 "adapters": [],301 "external_plugins": [],302 "custom_register_path": [],303 "model_kwargs": {},304 "enable_npu_model_patch": true,305 "load_args": false,306 "load_data_args": false,307 "packing": false,308 "packing_length": null,309 "packing_num_proc": 1,310 "lazy_tokenize": true,311 "use_hf": false,312 "ignore_args_error": false,313 "use_swift_lora": false,314 "freeze_parameters": [],315 "freeze_parameters_regex": null,316 "freeze_parameters_ratio": 0.0,317 "trainable_parameters": [318 "thinker.audio_tower.proj1",319 "thinker.audio_tower.proj2"320 ],321 "trainable_parameters_regex": null,322 "freeze_llm": false,323 "freeze_vit": false,324 "freeze_aligner": false,325 "target_modules": [326 "all-linear"327 ],328 "target_regex": null,329 "target_parameters": null,330 "modules_to_save": [],331 "lora_rank": 8,332 "lora_alpha": 32,333 "lora_dropout": 0.05,334 "lora_bias": "none",335 "lora_dtype": null,336 "lorap_lr_ratio": null,337 "use_rslora": false,338 "use_dora": false,339 "lora_ga_batch_size": 2,340 "lora_ga_iters": 2,341 "lora_ga_max_length": 1024,342 "lora_ga_direction": "ArB2r",343 "lora_ga_scale": "stable",344 "lora_ga_stable_gamma": 16,345 "init_weights": true,346 "fourier_n_frequency": 2000,347 "fourier_scaling": 300.0,348 "boft_block_size": 4,349 "boft_block_num": 0,350 "boft_n_butterfly_factor": 1,351 "boft_dropout": 0.0,352 "vera_rank": 256,353 "vera_projection_prng_key": 0,354 "vera_dropout": 0.0,355 "vera_d_initial": 0.1,356 "adapter_act": "gelu",357 "adapter_length": 128,358 "adalora_target_r": 8,359 "adalora_init_r": 12,360 "adalora_tinit": 0,361 "adalora_tfinal": 0,362 "adalora_deltaT": 1,363 "adalora_beta1": 0.85,364 "adalora_beta2": 0.85,365 "adalora_orth_reg_weight": 0.5,366 "llamapro_num_new_blocks": 4,367 "llamapro_num_groups": null,368 "reft_layer_key": null,369 "reft_layers": null,370 "reft_rank": 4,371 "reft_intervention_type": "LoreftIntervention",372 "reft_args": null,373 "swanlab_token": null,374 "swanlab_project": "ms-swift",375 "swanlab_workspace": null,376 "swanlab_exp_name": null,377 "swanlab_notification_method": null,378 "swanlab_webhook_url": null,379 "swanlab_secret": null,380 "swanlab_sender_email": null,381 "swanlab_receiver_email": null,382 "swanlab_smtp_server": null,383 "swanlab_smtp_port": null,384 "swanlab_email_language": "zh",385 "swanlab_mode": "cloud",386 "add_version": true,387 "create_checkpoint_symlink": false,388 "zero_hpz_partition_size": null,389 "deepspeed_autotp_size": null,390 "swift_version": "4.3.1",391 "ckpt_dir": "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en_lora/v2-20260629-195144/checkpoint-10000-merged",392 "rank": 0,393 "global_world_size": 8,394 "local_world_size": 8,395 "model_suffix": "checkpoint-10000-merged",396 "model_info": "ModelInfo(model_type='qwen3_asr', model_dir='/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en_lora/v2-20260629-195144/checkpoint-10000-merged', torch_dtype=torch.bfloat16, max_model_len=65536, quant_method=None, quant_bits=None, rope_scaling={'interleaved': True, 'mrope_interleaved': True, 'mrope_section': [24, 20, 20], 'rope_type': 'default', 'type': 'default'}, is_moe_model=False, is_multimodal=True, config=None, task_type='causal_lm', num_labels=None)",397 "model_meta": "ModelMeta(model_type='qwen3_asr', model_groups=[ModelGroup(models=[Model(ms_model_id='Qwen/Qwen3-ASR-1.7B', hf_model_id='Qwen/Qwen3-ASR-1.7B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-ASR-0.6B', hf_model_id='Qwen/Qwen3-ASR-0.6B', model_path=None, ms_revision=None, hf_revision=None)], template='qwen3_asr', ignore_patterns=None, requires=None, tags=[])], loader=<class 'swift.model.models.qwen.Qwen3ASRLoader'>, template=None, model_arch=MultiModelKeys(arch_name='qwen3_asr', 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=['thinker.model', 'thinker.lm_head'], aligner=['thinker.audio_tower.proj1', 'thinker.audio_tower.proj2'], vision_tower=['thinker.audio_tower'], generator=[]), mcore_model_type=None, architectures=['Qwen3ASRForConditionalGeneration'], additional_saved_files=[], torch_dtype=None, is_multimodal=True, is_reward=False, task_type=None, ignore_patterns=None, requires=['qwen-asr', 'transformers==4.57.6'], tags=['audio'])",398 "model_dir": "/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en_lora/v2-20260629-195144/checkpoint-10000-merged",399 "template_meta": "QwenTemplateMeta(template_type='qwen3_asr', prefix=['<|im_start|>system\\n<|im_end|>\\n'], 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.Qwen3ASRTemplate'>, 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='', non_thinking_prefix='', history_thinking_prefix='')",400 "_val_dataset_exists": true,401 "hub": "<class 'swift.hub.hub.MSHub'>",402 "evaluation_strategy": "steps",403 "training_args": "Seq2SeqTrainingArguments(output_dir='/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v7-20260708-235534', 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=96, per_device_eval_batch_size=96, 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=1e-05, 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/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v7-20260708-235534/runs', logging_strategy=<IntervalStrategy.STEPS: 'steps'>, logging_first_step=True, logging_steps=5, logging_nan_inf_filter=True, save_strategy=<SaveStrategy.STEPS: 'steps'>, save_steps=500, 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=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=False, eval_steps=500, dataloader_num_workers=16, dataloader_prefetch_factor=2, past_index=-1, run_name='/home/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v7-20260708-235534', 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': 2, '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/work_nfs23/sywang/code/ms-swift/examples/qwen3asr/exp3/exp_stage6_zh_en/v6-20260707-132425/checkpoint-8500', 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={'use_reentrant': False}, 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, sortish_sampler=False, predict_with_generate=False, generation_max_length=None, generation_num_beams=None, generation_config=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=False, acc_strategy='token', train_dataloader_shuffle=True, max_epochs=None, aligner_lr=None, vit_lr=None, use_logits_to_keep=None, ds3_gather_for_generation=True, resume_only_model=False, optimizer=None, loss_type=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)"404}