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wsagi
/
SmolVLA-PickOrange

Robotics
LeRobot
Safetensors
English
smolvla
so101
leisaac
pick-orange
isaac-sim
Model card Files Files and versions
xet
Community

Instructions to use wsagi/SmolVLA-PickOrange with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • LeRobot

    How to use wsagi/SmolVLA-PickOrange with LeRobot:

    # See https://github.com/huggingface/lerobot?tab=readme-ov-file#installation for more details
    git clone https://github.com/huggingface/lerobot.git
    cd lerobot
    pip install -e .[smolvla]
    # Launch finetuning on your dataset
    python lerobot/scripts/train.py \
    --policy.path=wsagi/SmolVLA-PickOrange \
    --dataset.repo_id=lerobot/svla_so101_pickplace \
    --batch_size=64 \
    --steps=20000 \
    --output_dir=outputs/train/my_smolvla \
    --job_name=my_smolvla_training \
    --policy.device=cuda \
    --wandb.enable=true
    # Run the policy using the record function
    python -m lerobot.record \
      --robot.type=so101_follower \
      --robot.port=/dev/ttyACM0 \ # <- Use your port
      --robot.id=my_blue_follower_arm \ # <- Use your robot id
      --robot.cameras="{ front: {type: opencv, index_or_path: 8, width: 640, height: 480, fps: 30}}" \ # <- Use your cameras
      --dataset.single_task="Grasp a lego block and put it in the bin." \ # <- Use the same task description you used in your dataset recording
      --dataset.repo_id=HF_USER/dataset_name \  # <- This will be the dataset name on HF Hub
      --dataset.episode_time_s=50 \
      --dataset.num_episodes=10 \
      --policy.path=wsagi/SmolVLA-PickOrange
  • Notebooks
  • Google Colab
  • Kaggle
SmolVLA-PickOrange
907 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
wsagi's picture
wsagi
Upload README.md with huggingface_hub
b4b597a verified about 20 hours ago
  • .gitattributes
    1.58 kB
    Upload smolvla-pick-orange.jpg with huggingface_hub about 20 hours ago
  • README.md
    5.86 kB
    Upload README.md with huggingface_hub about 20 hours ago
  • config.json
    2.32 kB
    Add files using upload-large-folder tool about 21 hours ago
  • model.safetensors
    907 MB
    xet
    Add files using upload-large-folder tool about 21 hours ago
  • policy_postprocessor.json
    660 Bytes
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  • policy_postprocessor_step_0_unnormalizer_processor.safetensors
    3.76 kB
    xet
    Add files using upload-large-folder tool about 21 hours ago
  • policy_preprocessor.json
    1.72 kB
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  • policy_preprocessor_step_5_normalizer_processor.safetensors
    3.76 kB
    xet
    Add files using upload-large-folder tool about 21 hours ago
  • smolvla-pick-orange.jpg
    108 kB
    xet
    Upload smolvla-pick-orange.jpg with huggingface_hub about 20 hours ago
  • train_config.json
    6.66 kB
    Add files using upload-large-folder tool about 21 hours ago