File size: 11,747 Bytes
42bcf36 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 |
{
"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": [
151658
],
"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
}
} |