Instructions to use zsoo0o/smolvla-red-blue-100ep-side2wrist with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use zsoo0o/smolvla-red-blue-100ep-side2wrist 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=zsoo0o/smolvla-red-blue-100ep-side2wrist \ --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=zsoo0o/smolvla-red-blue-100ep-side2wrist - Notebooks
- Google Colab
- Kaggle
smolvla-red-blue-100ep-side2wrist
LeRobot ์ ์ฑ
์ฒดํฌํฌ์ธํธ (์ต์ข
์ฒดํฌํฌ์ธํธ์ pretrained_model).
| ํญ๋ชฉ | ๊ฐ |
|---|---|
| policy | smolvla |
| dataset | zsoo0o/red-blue-cube-sort-100ep |
| train steps | 12000 |
| checkpoint | 012000 |
training_state(์ตํฐ๋ง์ด์ ์ํ)๋ ํฌํจ๋์ง ์์ ํ์ต ์ฌ๊ฐ๋ ๋ถ๊ฐํ๋ฉฐ, ์ถ๋ก /ํ๊ฐ์ฉ์
๋๋ค.
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