CogACT-Base / config.json
CoACT-VLA
Initial commit of CogACT-Base
ffc4db3
{
"data_root_dir": "/mnt/blob/open_x",
"diffusion_model_type": "DiT-B",
"future_action_window_size": 15,
"hf_token": "HF_TOKEN",
"image_aug": true,
"is_resume": false,
"load_all_data_for_training": true,
"past_action_window_size": 0,
"pretrained_checkpoint": "/mnt/blob/vla_model/openvla-7b-prismatic/checkpoints/step-295000-epoch-40-loss=0.2200.pt",
"repeated_diffusion_steps": 8,
"resume_epoch": null,
"resume_step": null,
"run_id": "prism-dinosiglip-224px+oxe+diffusion+n2+b16+x42--image_aug",
"run_id_note": null,
"run_root_dir": "/mnt/blob/cogact/ditb_8_lr2e-5_b16_fa15_pa0_shuffle_oxe",
"save_interval": 5000,
"seed": 42,
"trackers": [
"jsonl",
"wandb"
],
"vla": {
"base_vlm": "prism-dinosiglip-224px+7b",
"data_mix": "oxe_magic_soup_plus_minus",
"enable_gradient_checkpointing": true,
"enable_mixed_precision_training": true,
"epochs": 100,
"expected_world_size": 16,
"freeze_llm_backbone": false,
"freeze_vision_backbone": false,
"global_batch_size": 256,
"learning_rate": 2e-05,
"lr_scheduler_type": "constant",
"max_grad_norm": 1.0,
"max_steps": null,
"per_device_batch_size": 16,
"reduce_in_full_precision": true,
"shuffle_buffer_size": 250000,
"train_strategy": "fsdp-full-shard",
"type": "prism-dinosiglip-224px+oxe+diffusion",
"unfreeze_last_llm_layer": false,
"vla_id": "prism-dinosiglip-224px+oxe+diffusion",
"warmup_ratio": 0.0,
"weight_decay": 0.0
},
"wandb_entity": null,
"wandb_project": null
}