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eval3_sanitycheck

SmolVLA sanity-check overfit policy for Eval 3 coke-can placement.

  • Base VLM: HuggingFaceTB/SmolVLM2-500M-Video-Instruct
  • Policy type: smolvla
  • Dataset: robot-learning-group47/eval3_overfit20
  • Local dataset root: /data/lerobot_datasets/robot-learning-group47/eval3_overfit20
  • Source episodes: 0,1,6,7,12,13,18,19,24,25,30,31,36,37,42,43,48,49,54,55
  • Steps: 3000
  • Batch size: 8
  • Image augmentation: disabled
  • Trainable params: expert/state/action heads only, vision/VLM frozen
  • Final training loss: approximately 0.182

Important inference settings are stored in config.json:

  • chunk_size=50
  • n_action_steps=50
  • num_steps=10
  • attention_mode=self_attn
  • num_vlm_layers=8
  • num_expert_layers=4
  • resize_imgs_with_padding=[512,512]
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