| { |
| "type": "lingbot_va", |
| "n_obs_steps": 1, |
| "input_features": { |
| "observation.images.image": { |
| "type": "VISUAL", |
| "shape": [ |
| 3, |
| 256, |
| 256 |
| ] |
| }, |
| "observation.images.image2": { |
| "type": "VISUAL", |
| "shape": [ |
| 3, |
| 256, |
| 256 |
| ] |
| } |
| }, |
| "output_features": { |
| "action": { |
| "type": "ACTION", |
| "shape": [ |
| 7 |
| ] |
| } |
| }, |
| "device": "cpu", |
| "use_amp": false, |
| "use_peft": false, |
| "push_to_hub": true, |
| "repo_id": null, |
| "private": null, |
| "tags": null, |
| "license": null, |
| "pretrained_path": null, |
| "patch_size": [ |
| 1, |
| 2, |
| 2 |
| ], |
| "num_attention_heads": 24, |
| "attention_head_dim": 128, |
| "in_channels": 48, |
| "out_channels": 48, |
| "action_dim": 30, |
| "text_dim": 4096, |
| "freq_dim": 256, |
| "ffn_dim": 14336, |
| "num_layers": 30, |
| "cross_attn_norm": true, |
| "eps": 1e-06, |
| "rope_max_seq_len": 1024, |
| "attn_mode": "torch", |
| "wan_pretrained_path": "robbyant/lingbot-va-posttrain-libero-long", |
| "dtype": "bfloat16", |
| "text_encoder_device": "cpu", |
| "obs_cam_keys": [ |
| "observation.images.image", |
| "observation.images.image2" |
| ], |
| "image_hflip": true, |
| "height": 128, |
| "width": 128, |
| "action_per_frame": 4, |
| "frame_chunk_size": 4, |
| "attn_window": 30, |
| "num_inference_steps": 20, |
| "video_exec_step": -1, |
| "action_num_inference_steps": 50, |
| "guidance_scale": 5.0, |
| "action_guidance_scale": 1.0, |
| "snr_shift": 5.0, |
| "action_snr_shift": 0.05, |
| "max_sequence_length": 512, |
| "used_action_channel_ids": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5, |
| 6 |
| ], |
| "save_predicted_video": false, |
| "normalization_mapping": { |
| "VISUAL": "IDENTITY", |
| "STATE": "IDENTITY", |
| "ACTION": "IDENTITY" |
| }, |
| "optimizer_lr": 1e-05, |
| "optimizer_betas": [ |
| 0.9, |
| 0.95 |
| ], |
| "optimizer_eps": 1e-08, |
| "optimizer_weight_decay": 0.0001, |
| "optimizer_grad_clip_norm": 1.0, |
| "scheduler_warmup_steps": 1000 |
| } |
