| { |
| "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": { |
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| "LABEL_1": 1 |
| }, |
| "tokenizer_class": null, |
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| "bos_token_id": 151643, |
| "pad_token_id": null, |
| "eos_token_id": [ |
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| ], |
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| "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 |
| } |
| } |
