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{
"model": "/code1/train_logs/merge_lora/thinker/v164-20251211-152343-alignment/iter_0008500",
"model_type": "qwen3_vl",
"model_revision": null,
"task_type": "causal_lm",
"torch_dtype": "bfloat16",
"attn_impl": null,
"new_special_tokens": [],
"num_labels": null,
"problem_type": "single_label_classification",
"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": 50176,
"truncation_strategy": "delete",
"max_pixels": null,
"agent_template": null,
"norm_bbox": null,
"use_chat_template": true,
"padding_free": true,
"padding_side": "right",
"loss_scale": "default",
"sequence_parallel_size": 1,
"response_prefix": null,
"template_backend": "swift",
"dataset": [],
"val_dataset": [],
"split_dataset_ratio": 0.0,
"data_seed": 42,
"dataset_num_proc": 1,
"load_from_cache_file": true,
"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,
"remove_unused_columns": true,
"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": null,
"temperature": null,
"top_k": null,
"top_p": null,
"repetition_penalty": null,
"num_beams": 1,
"stream": false,
"stop_words": [],
"logprobs": false,
"top_logprobs": null,
"ckpt_dir": "/code1/train_logs/merge_lora/thinker/v164-20251211-152343-alignment/iter_0008500_mcore",
"lora_modules": [],
"tuner_backend": "peft",
"train_type": "lora",
"adapters": [],
"external_plugins": [],
"seed": 42,
"model_kwargs": {},
"load_args": false,
"load_data_args": false,
"packing": true,
"packing_length": 50176,
"lazy_tokenize": false,
"cached_dataset": [
"/data/qwen3vl_train_split_llava665k_part0",
"/data/qwen3vl_train_split_robobrain_part0_160K",
"/data/qwen3vl_train_split_robovqa_part0",
"/data/qwen3vl_train_split_egoplanit_part0_20K",
"/data/qwen3vl_train_split_pixmo-point-570k_part0",
"/data/qwen3vl_train_split_object-ref-340k_part0",
"/data/qwen3vl_train_split_region-ref-340k_part0",
"/data/qwen3vl_train_split_RefSpatial_vacant_qa_231K_part0",
"/data/qwen3vl_train_split_erpa_7k_part0",
"/data/qwen3vl_train_split_imagebench_train_v3_part0"
],
"custom_register_path": [],
"use_hf": false,
"hub_token": null,
"ddp_timeout": 18000000,
"ddp_backend": null,
"ignore_args_error": false,
"use_swift_lora": false,
"freeze_llm": false,
"freeze_vit": true,
"freeze_aligner": true,
"freeze_parameters": [],
"freeze_parameters_regex": null,
"freeze_parameters_ratio": 0.0,
"trainable_parameters": [],
"trainable_parameters_regex": null,
"adapter_load": null,
"target_modules": [
"all-linear"
],
"target_regex": null,
"modules_to_save": [],
"lora_rank": 8,
"lora_alpha": 32,
"lora_dropout": 0.05,
"lora_bias": "none",
"lora_dtype": null,
"use_rslora": false,
"ref_load": null,
"ref_adapter_load": null,
"beta": 0.1,
"rpo_alpha": null,
"reference_free": false,
"label_smoothing": 0.0,
"f_divergence_type": "reverse_kl",
"loss_type": "sigmoid",
"padded_vocab_size": null,
"initialize_embedding": false,
"mlp_padding_free": false,
"dataloader_persistent_workers": true,
"dataloader_prefetch_factor": 10,
"architectures": null,
"llm_architectures": null,
"max_epochs": 2,
"enable_dft_loss": false,
"enable_channel_loss": false,
"original_max_position_embeddings": null,
"partial_rotary_factor": null,
"use_shared_expert_gate": null,
"vit_gradient_checkpointing": true,
"gradient_checkpointing_kwargs": null,
"linear_num_value_heads": null,
"linear_num_key_heads": null,
"linear_key_head_dim": null,
"linear_value_head_dim": null,
"linear_conv_kernel_dim": null,
"layer_types": null,
"mrope_interleaved": null,
"micro_batch_size": 1,
"global_batch_size": 32,
"recompute_granularity": "full",
"recompute_method": "uniform",
"recompute_num_layers": 1,
"recompute_modules": [
"core_attn"
],
"use_cpu_initialization": false,
"deterministic_mode": false,
"train_iters": null,
"log_interval": 5,
"tensorboard_dir": null,
"no_masked_softmax_fusion": false,
"no_bias_dropout_fusion": false,
"no_bias_swiglu_fusion": false,
"no_rope_fusion": null,
"no_gradient_accumulation_fusion": false,
"cross_entropy_loss_fusion": true,
"cross_entropy_fusion_impl": "native",
"calculate_per_token_loss": null,
"use_flash_attn": false,
"attention_backend": "flash",
"optimizer": "adam",
"optimizer_cpu_offload": false,
"optimizer_offload_fraction": 1.0,
"use_precision_aware_optimizer": false,
"main_grads_dtype": "fp32",
"main_params_dtype": "fp32",
"exp_avg_dtype": "fp32",
"exp_avg_sq_dtype": "fp32",
"dataloader_type": "cyclic",
"manual_gc": false,
"manual_gc_interval": 0,
"lr": 1e-06,
"lr_decay_style": "cosine",
"lr_decay_iters": null,
"lr_warmup_iters": 0,
"lr_warmup_fraction": 0.05,
"min_lr": 7e-07,
"weight_decay": 0.1,
"clip_grad": 1.0,
"adam_beta1": 0.9,
"adam_beta2": 0.95,
"adam_eps": 1e-08,
"sgd_momentum": 0.9,
"save": "/code1/train_logs/lora/thinker/v300-20251225-024907",
"save_interval": 200,
"no_save_optim": false,
"no_save_rng": false,
"load": "/code1/train_logs/merge_lora/thinker/v164-20251211-152343-alignment/iter_0008500_mcore",
"no_load_optim": false,
"no_load_rng": false,
"finetune": true,
"ckpt_format": "torch_dist",
"no_initialization": true,
"auto_detect_ckpt_format": true,
"exit_on_missing_checkpoint": true,
"distributed_backend": "nccl",
"local_rank": 0,
"use_distributed_optimizer": true,
"tensor_model_parallel_size": 1,
"pipeline_model_parallel_size": 1,
"decoder_first_pipeline_num_layers": null,
"decoder_last_pipeline_num_layers": null,
"sequence_parallel": true,
"context_parallel_size": 1,
"tp_comm_overlap": false,
"overlap_grad_reduce": false,
"overlap_param_gather": false,
"distributed_timeout_minutes": 300000,
"num_layers": null,
"hidden_size": null,
"ffn_hidden_size": null,
"num_attention_heads": null,
"group_query_attention": null,
"num_query_groups": null,
"max_position_embeddings": null,
"position_embedding_type": null,
"mrope_section": null,
"rotary_base": null,
"rotary_percent": 1.0,
"rotary_interleaved": null,
"normalization": "RMSNorm",
"norm_epsilon": null,
"swiglu": null,
"untie_embeddings_and_output_weights": null,
"disable_bias_linear": null,
"add_qkv_bias": null,
"attention_dropout": null,
"hidden_dropout": 0.0,
"kv_channels": null,
"qk_layernorm": null,
"transformer_impl": "transformer_engine",
"num_experts": null,
"moe_layer_freq": null,
"moe_ffn_hidden_size": null,
"moe_shared_expert_intermediate_size": null,
"moe_router_topk": null,
"moe_router_pre_softmax": null,
"moe_router_dtype": "fp32",
"moe_router_score_function": null,
"moe_router_bias_update_rate": 0.001,
"moe_router_enable_expert_bias": null,
"moe_router_topk_scaling_factor": null,
"moe_router_load_balancing_type": null,
"expert_model_parallel_size": 1,
"expert_tensor_parallel_size": 1,
"moe_token_dispatcher_type": null,
"moe_enable_deepep": false,
"moe_grouped_gemm": false,
"moe_permute_fusion": false,
"moe_aux_loss_coeff": 0.0,
"moe_z_loss_coeff": null,
"moe_expert_capacity_factor": null,
"moe_shared_expert_overlap": false,
"moe_layer_recompute": false,
"moe_token_drop_policy": null,
"multi_latent_attention": null,
"q_lora_rank": null,
"kv_lora_rank": null,
"qk_head_dim": null,
"qk_pos_emb_head_dim": null,
"fp8_format": null,
"fp8_recipe": "delayed",
"fp8_amax_history_len": 1024,
"fp8_amax_compute_algo": "max",
"fp8_param_gather": false,
"fp16": null,
"bf16": null,
"apply_query_key_layer_scaling": null,
"attention_softmax_in_fp32": true,
"log_params_norm": false,
"log_throughput": false,
"tensorboard_log_interval": 1,
"tensorboard_queue_size": 50,
"log_timers_to_tensorboard": true,
"no_log_learning_rate_to_tensorboard": false,
"log_validation_ppl_to_tensorboard": true,
"log_memory_to_tensorboard": true,
"logging_level": null,
"wandb_project": null,
"wandb_exp_name": null,
"wandb_save_dir": null,
"eval_iters": -1,
"eval_interval": null,
"seq_length": 50176,
"num_workers": 8,
"extra_megatron_kwargs": null,
"add_version": true,
"rank": 0,
"global_world_size": 16,
"local_world_size": 8,
"model_suffix": "iter_0008500",
"model_info": "ModelInfo(model_type='qwen3_vl', model_dir='/code1/train_logs/merge_lora/thinker/v164-20251211-152343-alignment/iter_0008500', 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=[], template='qwen3_vl', get_function=<function get_model_tokenizer_qwen3_vl at 0x70d9ef09f880>, 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>=4.57.0.dev', 'qwen_vl_utils>=0.0.14', 'decord'], tags=['vision', 'video'])",
"model_dir": "/code1/train_logs/merge_lora/thinker/v164-20251211-152343-alignment/iter_0008500",
"hub": "<class 'swift.hub.hub.MSHub'>",
"megatron_model_meta": "MMGPTMegatronModelMeta(megatron_model_type='qwen3_vl', model_types=['qwen3_vl', 'qwen3_moe_vl'], convert_mcore2hf=<function convert_mcore2hf_qwen3_vl at 0x70d988611bc0>, convert_hf2mcore=<function convert_hf2mcore_qwen3_vl at 0x70d988611440>, model_cls=<class 'swift.megatron.model.mm_gpt.qwen3_vl.Qwen3VLGPTModel'>, convert_hf_config=<function convert_gpt_hf_config at 0x70d9885da0c0>, get_transformer_layer_spec=None, model_provider=<function model_provider at 0x70d9885d91c0>, visual_cls=<class 'swift.megatron.model.mm_gpt.qwen3_vl.Qwen3VL_Vit'>, extra_args_provider=None)"
}