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dynamic-vla-DOM

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vla
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dynamic-vla-DOM
File size: 2,574 Bytes
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{
    "type": "dynamicvla",
    "n_obs_steps": 2,
    "normalization_mapping": {
        "VISUAL": "IDENTITY",
        "STATE": "MEAN_STD",
        "ACTION": "MEAN_STD"
    },
    "input_features": {
        "observation.state": {
            "type": "STATE",
            "shape": [
                6
            ]
        },
        "observation.images.wrist_cam": {
            "type": "VISUAL",
            "shape": [
                3,
                360,
                480
            ]
        },
        "observation.images.opst_cam": {
            "type": "VISUAL",
            "shape": [
                3,
                360,
                480
            ]
        }
    },
    "output_features": {
        "action": {
            "type": "ACTION",
            "shape": [
                7
            ]
        }
    },
    "device": "cuda",
    "use_amp": false,
    "push_to_hub": true,
    "repo_id": null,
    "private": null,
    "tags": null,
    "license": null,
    "chunk_size": 20,
    "n_action_steps": 20,
    "max_state_dim": 32,
    "max_action_dim": 32,
    "resize_imgs_with_padding": [
        384,
        384
    ],
    "empty_cameras": 0,
    "adapt_to_pi_aloha": false,
    "use_delta_joint_actions_aloha": false,
    "use_delta_action": true,
    "enable_streaming": false,
    "temporal_fusion": "attn",
    "tokenizer_max_length": 48,
    "num_steps": 10,
    "use_cache": true,
    "freeze_vision_model": false,
    "freeze_connector": false,
    "freeze_text_model": false,
    "train_state_proj": true,
    "optimizer_lr": 0.0001,
    "optimizer_betas": [
        0.9,
        0.95
    ],
    "optimizer_eps": 1e-08,
    "optimizer_weight_decay": 1e-10,
    "optimizer_grad_clip_norm": 10,
    "scheduler_warmup_steps": 1000,
    "scheduler_decay_steps": 30000,
    "scheduler_decay_lr": 2.5e-06,
    "attention_mode": "cross_attn",
    "prefix_length": -1,
    "pad_language_to": "longest",
    "num_expert_layers": -1,
    "num_expert_skip_layers": 0,
    "vlm_model_name": "HuggingFaceTB/SmolLM2-360M",
    "num_vlm_layers": 16,
    "smolvlm_patch_size": 16,
    "smolvlm_attention_heads": 12,
    "smolvlm_hidden_size": 768,
    "smolvlm_intermediate_size": 3072,
    "fastvlm_inference_mode": true,
    "load_pretrained_backbone": true,
    "pretrained_vision_repo": "apple/FastVLM-0.5B",
    "self_attn_every_n_layers": 2,
    "expert_width_multiplier": 0.75,
    "min_period": 0.004,
    "max_period": 4.0,
    "delta_timestamps": {
        "observation": [
            -2,
            0
        ]
    },
    "epoch": 18
}