| { | |
| "model_config": { | |
| "vocab_size": 151662, | |
| "max_position_embeddings": 32768, | |
| "hidden_size": 1536, | |
| "intermediate_size": 8960, | |
| "num_hidden_layers": 28, | |
| "num_attention_heads": 12, | |
| "use_sliding_window": false, | |
| "sliding_window": 32768, | |
| "max_window_layers": 28, | |
| "num_key_value_heads": 2, | |
| "hidden_act": "silu", | |
| "initializer_range": 0.02, | |
| "rms_norm_eps": 1e-06, | |
| "use_cache": false, | |
| "rope_theta": 1000000.0, | |
| "attention_dropout": 0.0, | |
| "rope_scaling": { | |
| "mrope_section": [ | |
| 16, | |
| 24, | |
| 24 | |
| ], | |
| "rope_type": "default", | |
| "type": "default" | |
| }, | |
| "return_dict": true, | |
| "output_hidden_states": false, | |
| "output_attentions": false, | |
| "torchscript": false, | |
| "use_bfloat16": false, | |
| "tf_legacy_loss": false, | |
| "pruned_heads": {}, | |
| "tie_word_embeddings": true, | |
| "chunk_size_feed_forward": 0, | |
| "is_encoder_decoder": false, | |
| "is_decoder": false, | |
| "cross_attention_hidden_size": null, | |
| "add_cross_attention": false, | |
| "tie_encoder_decoder": false, | |
| "max_length": 20, | |
| "min_length": 0, | |
| "do_sample": false, | |
| "early_stopping": false, | |
| "num_beams": 1, | |
| "num_beam_groups": 1, | |
| "diversity_penalty": 0.0, | |
| "temperature": 1.0, | |
| "top_k": 50, | |
| "top_p": 1.0, | |
| "typical_p": 1.0, | |
| "repetition_penalty": 1.0, | |
| "length_penalty": 1.0, | |
| "no_repeat_ngram_size": 0, | |
| "encoder_no_repeat_ngram_size": 0, | |
| "bad_words_ids": null, | |
| "num_return_sequences": 1, | |
| "output_scores": false, | |
| "return_dict_in_generate": false, | |
| "forced_bos_token_id": null, | |
| "forced_eos_token_id": null, | |
| "remove_invalid_values": false, | |
| "exponential_decay_length_penalty": null, | |
| "suppress_tokens": null, | |
| "begin_suppress_tokens": null, | |
| "architectures": [ | |
| "Qwen2VLForConditionalGenerationWithPointer" | |
| ], | |
| "finetuning_task": null, | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "tokenizer_class": null, | |
| "prefix": null, | |
| "bos_token_id": 151643, | |
| "pad_token_id": null, | |
| "eos_token_id": [ | |
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| ], | |
| "sep_token_id": null, | |
| "decoder_start_token_id": null, | |
| "task_specific_params": null, | |
| "problem_type": null, | |
| "_name_or_path": "/mnt/checkpoints/aguvis_final/qwen2vl7binstruct_stage1_ep1_lr0.0001_bs1_mp5720064_mml24576_ufallFalse_ufpnTrue_uflmFalse_ufbmFalse_ufntTrue_ufvFalse_ploss1.0_lmloss-1.0_stage0_all_params_uground_a100_n8_final_fixed_2B/", | |
| "_commit_hash": null, | |
| "_attn_implementation_internal": "flash_attention_2", | |
| "_attn_implementation_autoset": true, | |
| "transformers_version": "4.47.1", | |
| "image_token_id": 151655, | |
| "model_type": "qwen2_vl", | |
| "pointer_end_token_id": 151660, | |
| "pointer_pad_token_id": 151661, | |
| "pointer_start_token_id": 151659, | |
| "video_token_id": 151656, | |
| "vision_end_token_id": 151653, | |
| "vision_start_token_id": 151652, | |
| "vision_token_id": 151654 | |
| }, | |
| "data_processor_config": { | |
| "image_token": "<|image_pad|>", | |
| "video_token": "<|video_pad|>", | |
| "chat_template": "{% set image_count = namespace(value=0) %}{% set video_count = namespace(value=0) %}{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n{% endif %}<|im_start|>{{ message['role'] }}\n{% if message['content'] is string %}{{ message['content'] }}<|im_end|>\n{% else %}{% for content in message['content'] %}{% if content['type'] == 'image' or 'image' in content or 'image_url' in content %}{% set image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value }}: {% endif %}<|vision_start|><|image_pad|><|vision_end|>{% elif content['type'] == 'video' or 'video' in content %}{% set video_count.value = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_start|><|video_pad|><|vision_end|>{% elif 'text' in content %}{{ content['text'] }}{% endif %}{% endfor %}<|im_end|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|im_start|>assistant\n{% endif %}" | |
| }, | |
| "image_processor_config": { | |
| "_processor_class": "Qwen2VLProcessor", | |
| "image_processor_type": "Qwen2VLImageProcessor", | |
| "size": { | |
| "min_pixels": 3136, | |
| "max_pixels": 5720064 | |
| }, | |
| "do_resize": true, | |
| "resample": 3, | |
| "do_rescale": true, | |
| "rescale_factor": 0.00392156862745098, | |
| "do_normalize": true, | |
| "image_mean": [ | |
| 0.48145466, | |
| 0.4578275, | |
| 0.40821073 | |
| ], | |
| "image_std": [ | |
| 0.26862954, | |
| 0.26130258, | |
| 0.27577711 | |
| ], | |
| "min_pixels": 3136, | |
| "max_pixels": 5720064, | |
| "patch_size": 14, | |
| "temporal_patch_size": 2, | |
| "merge_size": 2, | |
| "do_convert_rgb": true | |
| }, | |
| "model_args": { | |
| "model_name_or_path": "/mnt/checkpoints/aguvis_final/qwen2vl7binstruct_stage1_ep1_lr0.0001_bs1_mp5720064_mml24576_ufallFalse_ufpnTrue_uflmFalse_ufbmFalse_ufntTrue_ufvFalse_ploss1.0_lmloss-1.0_stage0_all_params_uground_a100_n8_final_fixed_2B/", | |
| "flash_attn_2_enabled": true | |
| }, | |
| "data_args": { | |
| "data_path": "data/amlt_stage1.yaml", | |
| "early_mix_text": false, | |
| "image_folder": "/mnt/data/aguvis", | |
| "min_pixels": 3136, | |
| "max_pixels": 5720064, | |
| "max_conv_turns": 10 | |
| }, | |
| "training_args": { | |
| "output_dir": "/mnt/checkpoints/aguvis_final/qwen2vl7binstruct_stage1_ep1_lr5e-06_bs1_mp5720064_mml24576_ufallTrue_ufpnFalse_uflmFalse_ufbmFalse_ufntFalse_ufvFalse_ploss1.0_lmloss1.0_stage1_all_params_uground_a100_n8_final_fixed_2B", | |
| "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": 1, | |
| "per_device_eval_batch_size": 4, | |
| "per_gpu_train_batch_size": null, | |
| "per_gpu_eval_batch_size": null, | |
| "gradient_accumulation_steps": 1, | |
| "eval_accumulation_steps": null, | |
| "eval_delay": 0, | |
| "torch_empty_cache_steps": null, | |
| "learning_rate": 5e-06, | |
| "weight_decay": 0.0, | |
| "adam_beta1": 0.9, | |
| "adam_beta2": 0.999, | |
| "adam_epsilon": 1e-08, | |
| "max_grad_norm": 1.0, | |
| "num_train_epochs": 1.0, | |
| "max_steps": -1, | |
| "lr_scheduler_type": "cosine", | |
| "lr_scheduler_kwargs": {}, | |
| "warmup_ratio": 0.03, | |
| "warmup_steps": 0, | |
| "log_level": "passive", | |
| "log_level_replica": "warning", | |
| "log_on_each_node": true, | |
| "logging_dir": "/mnt/checkpoints/aguvis_final/qwen2vl7binstruct_stage1_ep1_lr5e-06_bs1_mp5720064_mml24576_ufallTrue_ufpnFalse_uflmFalse_ufbmFalse_ufntFalse_ufvFalse_ploss1.0_lmloss1.0_stage1_all_params_uground_a100_n8_final_fixed_2B/runs/May22_17-23-22_node-7", | |
| "logging_strategy": "steps", | |
| "logging_first_step": false, | |
| "logging_steps": 10, | |
| "logging_nan_inf_filter": true, | |
| "save_strategy": "steps", | |
| "save_steps": 1000, | |
| "save_total_limit": null, | |
| "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": null, | |
| "jit_mode_eval": false, | |
| "use_ipex": false, | |
| "bf16": true, | |
| "fp16": false, | |
| "fp16_opt_level": "O1", | |
| "half_precision_backend": "auto", | |
| "bf16_full_eval": false, | |
| "fp16_full_eval": false, | |
| "tf32": true, | |
| "local_rank": 0, | |
| "ddp_backend": null, | |
| "tpu_num_cores": null, | |
| "tpu_metrics_debug": false, | |
| "debug": [], | |
| "dataloader_drop_last": false, | |
| "eval_steps": null, | |
| "dataloader_num_workers": 8, | |
| "dataloader_prefetch_factor": null, | |
| "past_index": -1, | |
| "run_name": "qwen2vl7binstruct_stage1_ep1_lr5e-06_bs1_mp5720064_mml24576_ufallTrue_ufpnFalse_uflmFalse_ufbmFalse_ufntFalse_ufvFalse_ploss1.0_lmloss1.0_stage1_all_params_uground_a100_n8_final_fixed_2B", | |
| "disable_tqdm": false, | |
| "remove_unused_columns": true, | |
| "label_names": null, | |
| "load_best_model_at_end": false, | |
| "metric_for_best_model": null, | |
| "greater_is_better": null, | |
| "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": null, | |
| "deepspeed": "./scripts/zero3.json", | |
| "label_smoothing_factor": 0.0, | |
| "optim": "adamw_torch", | |
| "optim_args": null, | |
| "adafactor": false, | |
| "group_by_length": false, | |
| "length_column_name": "length", | |
| "report_to": [ | |
| "wandb" | |
| ], | |
| "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": null, | |
| "hub_model_id": null, | |
| "hub_strategy": "every_save", | |
| "hub_token": null, | |
| "hub_private_repo": null, | |
| "hub_always_push": false, | |
| "gradient_checkpointing": true, | |
| "gradient_checkpointing_kwargs": null, | |
| "include_inputs_for_metrics": false, | |
| "include_for_metrics": [], | |
| "eval_do_concat_batches": true, | |
| "fp16_backend": "auto", | |
| "evaluation_strategy": null, | |
| "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": 1800, | |
| "torch_compile": false, | |
| "torch_compile_backend": null, | |
| "torch_compile_mode": null, | |
| "dispatch_batches": null, | |
| "split_batches": 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, | |
| "eval_use_gather_object": false, | |
| "average_tokens_across_devices": false, | |
| "cache_dir": null, | |
| "model_max_length": 24576, | |
| "group_by_modality_length": true, | |
| "verbose_logging": false, | |
| "unfreeze_all_parameters": true, | |
| "unfreeze_pointer_head": false, | |
| "unfreeze_lm_head": false, | |
| "unfreeze_base_model": false, | |
| "unfreeze_last_n_layers": -1, | |
| "unfreeze_new_tokens": false, | |
| "unfreeze_visual": false, | |
| "pointer_loss_weight": 1.0, | |
| "lm_loss_weight": 1.0, | |
| "_n_gpu": 1 | |
| } | |
| } |