sitatech
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VideoReward

Safetensors

qwen2_vl

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xet

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sitatech commited on 20 days ago

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a9c2143

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1 Parent(s): 1519be2

Create reward_model_config.json

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reward_model_config.json +224 -0

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+{
+    "data_config": {
+        "meta_data": "",
+        "data_dir": "",
+        "meta_data_test": "",
+        "max_frame_pixels": 200704,
+        "num_frames": null,
+        "fps": 2.0,
+        "p_shuffle_frames": 0.0,
+        "p_color_jitter": 0.0,
+        "eval_dim": [
+            "VQ",
+            "MQ",
+            "TA"
+        ],
+        "prompt_template_type": "detailed_special",
+        "add_noise": false,
+        "sample_type": "uniform",
+        "use_tied_data": true
+    },
+    "training_args": {
+        "output_dir": "",
+        "overwrite_output_dir": false,
+        "do_train": false,
+        "do_eval": true,
+        "do_predict": false,
+        "eval_strategy": "steps",
+        "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": 4,
+        "eval_accumulation_steps": null,
+        "eval_delay": 0,
+        "torch_empty_cache_steps": null,
+        "learning_rate": 2e-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": 3.0,
+        "max_steps": -1,
+        "lr_scheduler_type": "constant_with_warmup",
+        "lr_scheduler_kwargs": {},
+        "warmup_ratio": 0.05,
+        "warmup_steps": 0,
+        "log_level": "passive",
+        "log_level_replica": "warning",
+        "log_on_each_node": true,
+        "logging_dir": "",
+        "logging_strategy": "steps",
+        "logging_first_step": false,
+        "logging_steps": 57,
+        "logging_nan_inf_filter": true,
+        "save_strategy": "steps",
+        "save_steps": 1419,
+        "save_total_limit": null,
+        "save_safetensors": true,
+        "save_on_each_node": false,
+        "save_only_model": true,
+        "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": null,
+        "ddp_backend": null,
+        "tpu_num_cores": null,
+        "tpu_metrics_debug": false,
+        "debug": [],
+        "dataloader_drop_last": false,
+        "eval_steps": 568,
+        "dataloader_num_workers": 8,
+        "dataloader_prefetch_factor": null,
+        "past_index": -1,
+        "run_name": "",
+        "disable_tqdm": false,
+        "remove_unused_columns": false,
+        "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,
+        "accelerator_config": {
+            "split_batches": false,
+            "dispatch_batches": null,
+            "even_batches": true,
+            "use_seedable_sampler": true,
+            "non_blocking": false,
+            "gradient_accumulation_kwargs": null,
+            "use_configured_state": false
+        },
+        "deepspeed": "ds_config/zero0.json",
+        "label_smoothing_factor": 0.0,
+        "optim": "adamw_torch",
+        "optim_args": null,
+        "adafactor": false,
+        "group_by_length": false,
+        "length_column_name": "length",
+        "report_to": [
+            "tensorboard"
+        ],
+        "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": false,
+        "hub_always_push": false,
+        "gradient_checkpointing": false,
+        "gradient_checkpointing_kwargs": null,
+        "include_inputs_for_metrics": false,
+        "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,
+        "max_length": 6144,
+        "dataset_num_proc": null,
+        "center_rewards_coefficient": null,
+        "disable_flash_attn2": false,
+        "vision_lr": 2e-06,
+        "merger_lr": 2e-06,
+        "special_token_lr": 2e-06,
+        "conduct_eval": true,
+        "load_from_pretrained": null,
+        "load_from_pretrained_step": null,
+        "logging_epochs": 0.01,
+        "eval_epochs": 0.1,
+        "save_epochs": 0.25,
+        "save_full_model": false
+    },
+    "model_config": {
+        "model_name_or_path": "Qwen/Qwen2-VL-2B-Instruct",
+        "model_revision": "main",
+        "output_dim": 1,
+        "use_special_tokens": true,
+        "freeze_vision_tower": false,
+        "freeze_llm": false,
+        "tune_merger": true,
+        "torch_dtype": "bfloat16",
+        "trust_remote_code": false,
+        "attn_implementation": null,
+        "load_in_8bit": false,
+        "load_in_4bit": false,
+        "bnb_4bit_quant_type": "nf4",
+        "use_bnb_nested_quant": false,
+        "reward_token": "special",
+        "loss_type": "btt"
+    },
+    "peft_lora_config": {
+        "lora_enable": true,
+        "vision_lora": false,
+        "lora_r": 64,
+        "lora_alpha": 128,
+        "lora_dropout": 0.05,
+        "lora_target_modules": null,
+        "lora_namespan_exclude": [
+            "lm_head",
+            "rm_head",
+            "embed_tokens",
+            "visual"
+        ],
+        "lora_modules_to_save": null,
+        "lora_task_type": "CAUSAL_LM",
+        "use_rslora": false,
+        "num_lora_modules": -1
+    },
+    "inference_config": {
+        "VQ_mean": 3.6757,
+        "VQ_std": 2.2476,
+        "MQ_mean": 1.1646,
+        "MQ_std": 1.3811,
+        "TA_mean": 2.8105,
+        "TA_std": 2.5121
+    }
+}