Upload args.json

args.json

@@ -0,0 +1,316 @@
+{
+  "model": "/data/Qwen3-VL-4B-Instruct",
+  "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": 8,
+  "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": "/data/Qwen3-VL-4B-Instruct-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",
+    "/data/qwen3vl_train_split_robobrain_part1",
+    "/data/qwen3vl_train_split_robobrain_part2",
+    "/data/qwen3vl_train_split_robobrain_part3",
+    "/data/qwen3vl_train_split_robovqa_part0",
+    "/data/qwen3vl_train_split_robovqa_part1",
+    "/data/qwen3vl_train_split_robovqa_part2",
+    "/data/qwen3vl_train_split_robovqa_part3",
+    "/data/qwen3vl_train_split_egoplanit_part0",
+    "/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_scanqa_train_25K_128frame_part0",
+    "/data/qwen3vl_train_split_sqa3d_train_79K_128frame_part0",
+    "/data/qwen3vl_train_split_scanvsiqa_train_90K_128frame_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": 5e-05,
+  "lr_decay_style": "cosine",
+  "lr_decay_iters": null,
+  "lr_warmup_iters": 0,
+  "lr_warmup_fraction": 0.05,
+  "min_lr": 1e-06,
+  "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/v164-20251211-152343",
+  "save_interval": 250,
+  "no_save_optim": false,
+  "no_save_rng": false,
+  "load": "/data/Qwen3-VL-4B-Instruct-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": "Qwen3-VL-4B-Instruct",
+  "model_info": "ModelInfo(model_type='qwen3_vl', model_dir='/data/Qwen3-VL-4B-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=[], template='qwen3_vl', get_function=<function get_model_tokenizer_qwen3_vl at 0x77a968617880>, 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": "/data/Qwen3-VL-4B-Instruct",
+  "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 0x77a8fc831bc0>, convert_hf2mcore=<function convert_hf2mcore_qwen3_vl at 0x77a8fc831440>, model_cls=<class 'swift.megatron.model.mm_gpt.qwen3_vl.Qwen3VLGPTModel'>, convert_hf_config=<function convert_gpt_hf_config at 0x77a8fc9f60c0>, get_transformer_layer_spec=None, model_provider=<function model_provider at 0x77a8fc9f51c0>, visual_cls=<class 'swift.megatron.model.mm_gpt.qwen3_vl.Qwen3VL_Vit'>, extra_args_provider=None)"
+}