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3 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 99c0d93b34 | |||
| c62784e14c | |||
| cc6a2cac43 |
@@ -248,7 +248,13 @@ class PreTrainedPolicy(nn.Module, HubMixin, abc.ABC):
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def generate_model_card(
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self, dataset_repo_id: str, model_type: str, license: str | None, tags: list[str] | None
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) -> ModelCard:
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base_model = "lerobot/smolvla_base" if model_type == "smolvla" else None # Set a base model
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base_model_mapping = {
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"smolvla": "lerobot/smolvla_base",
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"pi0": "lerobot/pi0_base",
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"pi05": "lerobot/pi05_base",
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"pi0_fast": "lerobot/pi0fast-base",
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"xvla": "lerobot/xvla-base",
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}
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card_data = ModelCardData(
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license=license or "apache-2.0",
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@@ -257,7 +263,7 @@ class PreTrainedPolicy(nn.Module, HubMixin, abc.ABC):
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tags=list(set(tags or []).union({"robotics", "lerobot", model_type})),
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model_name=model_type,
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datasets=dataset_repo_id,
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base_model=base_model,
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base_model=base_model_mapping(model_type, None),
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)
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template_card = (
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@@ -73,14 +73,17 @@ _Writes checkpoints to `outputs/train/<desired_policy_repo_id>/checkpoints/`._
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### Evaluate the policy/run inference
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```bash
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lerobot-record \
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--robot.type=so100_follower \
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--dataset.repo_id=<hf_user>/eval_<dataset> \
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lerobot-rollout \
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--strategy.type=base \
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--robot.type=so101_follower \
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--robot.port=/dev/ttyACM0 \
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--robot.cameras="{ up: {type: opencv, index_or_path: /dev/video1, width: 640, height: 480, fps: 30}, side: {type: opencv, index_or_path: /dev/video5, width: 640, height: 480, fps: 30}}" \
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--policy.path=<hf_user>/<desired_policy_repo_id> \
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--episodes=10
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--task="Put lego brick into the transparent box" \
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--duration=60
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```
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Prefix the dataset repo with **eval\_** and supply `--policy.path` pointing to a local or hub checkpoint.
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If you want to record a dataset while testing the policy use `--dataset.repo_id=<hf_user>/eval_dataset_name` it is important to use the prefix **eval\_**. For the policy path use the policy from the Hugging Face Hub or a local one. Skipping duration will make the policy run indefinitely.
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---
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