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Publish latency-aware/mikasa-intercept-grab-fast/vla/starvla-wanoft-h1/mikasa_wanoft_latency_3090_20260916T094307Z

Browse files
latency-aware/mikasa-intercept-grab-fast/vla/starvla-wanoft-h1/mikasa_wanoft_latency_3090_20260916T094307Z/README.md ADDED
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+ # WanOFT — MIKASA Intercept Grab Fast
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+
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+ Latency-aware StarVLA WanOFT policy trained for 5,000 SFT updates with action horizon 1 at 10 Hz.
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+
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+ - `checkpoints/model.pt`: final step-5,000 inference checkpoint.
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+ - `eval_l0.json`: latency-aware checkpoint under fixed 0 ms, 100 episodes.
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+ - `eval_profile.json`: latency-aware checkpoint under the pinned WanOFT RTX 3090 temporal profile, 100 episodes.
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+ - `eval_matrix.json`: the requested three-way baseline/profile/latency-aware comparison, 100 episodes per condition.
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+ - `task_contract.json`, `dataset_statistics.json`, and `config.yaml`: inference contract and configuration.
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+ - `provenance.json`: pinned teacher/profile revisions, code revisions, training configuration, checkpoint identity, and evaluation summaries.
latency-aware/mikasa-intercept-grab-fast/vla/starvla-wanoft-h1/mikasa_wanoft_latency_3090_20260916T094307Z/checkpoints/model.pt ADDED
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latency-aware/mikasa-intercept-grab-fast/vla/starvla-wanoft-h1/mikasa_wanoft_latency_3090_20260916T094307Z/config.yaml ADDED
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+ framework:
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+ name: WanOFT
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+ world_model:
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+ base_wm: Wan-AI/Wan2.2-TI2V-5B-Diffusers
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+ extract_layers:
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+ - -1
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+ num_frames: null
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+ qwenvl:
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+ base_vlm: Wan-AI/Wan2.2-TI2V-5B-Diffusers
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+ enable_gradient_checkpointing: true
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+ action_model:
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+ action_model_type: MLP
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+ action_dim: 7
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+ state_dim: 7
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+ action_hidden_dim: 3072
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+ action_horizon: 1
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+ future_action_window_size: 0
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+ past_action_window_size: 0
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+ loss_type: l1
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+ state_encoding: continuous_projector
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+ task_objective: null
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+ future_loss_weight: null
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+ action_query_source: mean
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+ action_query_num_heads: 24
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+ action_env_dim: 7
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+ version_id: '0.21'
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+ datasets:
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+ vla_data:
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+ include_state: true
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+ obs_image_size:
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+ - 224
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+ - 224
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+ image_mode: stitch_views
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+ stitch_grid:
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+ - 1
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+ - 2
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+ num_obs_frames: 1
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+ trainer:
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+ pretrained_checkpoint: null
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+ backbone:
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+ repo_id: Wan-AI/Wan2.2-TI2V-5B-Diffusers
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+ allow_patterns:
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+ - model_index.json
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+ - scheduler/*
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+ - tokenizer/*
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+ - text_encoder/*
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+ - transformer/*
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+ - vae/*
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