Improve discoverability on the hub (#325)
Co-authored-by: Lucain <lucainp@gmail.com> Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
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@ -121,6 +121,7 @@ celerybeat.pid
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# Environments
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.env
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.venv
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env/
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venv/
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env.bak/
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venv.bak/
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@ -38,7 +38,13 @@ from lerobot.common.policies.act.configuration_act import ACTConfig
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from lerobot.common.policies.normalize import Normalize, Unnormalize
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class ACTPolicy(nn.Module, PyTorchModelHubMixin):
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class ACTPolicy(
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nn.Module,
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PyTorchModelHubMixin,
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library_name="lerobot",
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repo_url="https://github.com/huggingface/lerobot",
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tags=["robotics", "act"],
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):
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"""
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Action Chunking Transformer Policy as per Learning Fine-Grained Bimanual Manipulation with Low-Cost
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Hardware (paper: https://arxiv.org/abs/2304.13705, code: https://github.com/tonyzhaozh/act)
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@ -43,7 +43,13 @@ from lerobot.common.policies.utils import (
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)
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class DiffusionPolicy(nn.Module, PyTorchModelHubMixin):
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class DiffusionPolicy(
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nn.Module,
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PyTorchModelHubMixin,
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library_name="lerobot",
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repo_url="https://github.com/huggingface/lerobot",
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tags=["robotics", "diffusion-policy"],
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):
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"""
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Diffusion Policy as per "Diffusion Policy: Visuomotor Policy Learning via Action Diffusion"
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(paper: https://arxiv.org/abs/2303.04137, code: https://github.com/real-stanford/diffusion_policy).
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@ -41,7 +41,13 @@ from lerobot.common.policies.tdmpc.configuration_tdmpc import TDMPCConfig
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from lerobot.common.policies.utils import get_device_from_parameters, populate_queues
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class TDMPCPolicy(nn.Module, PyTorchModelHubMixin):
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class TDMPCPolicy(
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nn.Module,
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PyTorchModelHubMixin,
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library_name="lerobot",
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repo_url="https://github.com/huggingface/lerobot",
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tags=["robotics", "tdmpc"],
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):
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"""Implementation of TD-MPC learning + inference.
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Please note several warnings for this policy.
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@ -38,7 +38,13 @@ from lerobot.common.policies.vqbet.vqbet_utils import GPT, ResidualVQ
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# ruff: noqa: N806
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class VQBeTPolicy(nn.Module, PyTorchModelHubMixin):
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class VQBeTPolicy(
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nn.Module,
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PyTorchModelHubMixin,
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library_name="lerobot",
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repo_url="https://github.com/huggingface/lerobot",
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tags=["robotics", "vqbet"],
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):
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"""
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VQ-BeT Policy as per "Behavior Generation with Latent Actions"
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"""
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