Robot-learning software framework

Hugging Face LeRobot

LeRobot provides tooling for robot data collection, training and evaluation, with a shared dataset format and multiple policy implementations.

Source contextPrimary specReviewed
Sources 2
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

LeRobot v0.6.1 release

Hugging Face · Published 2026-08-03 · Source accessed 2026-09-28

Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied.

Reviewed recordLast reviewed 5 sources ↗8 sourced fields

Role in the stack

The framework connects calibration, teleoperation, recording and policy training. Robot and camera configuration remain explicit, making hardware support a versioned integration property.

Source contextPrimary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Integration decision

Its dataset representation combines tabular trajectory information with video or images. Individual community datasets and model weights carry their own licenses even though framework code is public.

Source contextPrimary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Operational and reuse limits

LeRobot is not one model: ACT, SmolVLA and other policies need separate checkpoint and benchmark records.

Source contextPrimary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Infrastructure profile

Developer
Hugging Face and LeRobot contributors
Primary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Category
Robot-learning software framework
Primary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Exact version / scope
v0.6.1
Primary specReviewed
Sources 1
LeRobot v0.6.1 release

Hugging Face · Published 2026-08-03 · Source accessed 2026-09-28

Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied.

Environment
Not publicly disclosed
Access model
Public Apache-2.0 code
Primary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

License
Apache-2.0 framework code; dataset and checkpoint terms separate
Primary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Engineering fit

Task scope
Not publicly disclosed
Compute
Not publicly disclosed
Integrations
Robot calibration, teleoperation, recording, training and evaluation workflows
Primary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Pricing / access
Not publicly disclosed

Additional disclosed fields

Inputs
Robot demonstrations, camera streams and policy configuration
Primary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Outputs
Training artifacts, recorded datasets and robot actions
Primary specReviewed
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

What this evidence does not establish

  • LeRobot is not one model: ACT, SmolVLA and other policies need separate checkpoint and benchmark records.
  • The pinned release or commit identifies the review target; this registry has not run performance or compatibility tests on that software.

Relationships & deployments

Related reading is an editorial crosslink. Sourced connections describe relationships reported in the cited material. A link to a versioned profile does not establish compatibility with that version unless the connection note explicitly identifies it.

develops
Hugging Face — LeRobot → Hugging Face LeRobot
Sources 2
Hugging Face — LeRobot — official portfolio and company information

Hugging Face — LeRobot · Publication date not disclosed · Source accessed 2026-09-28

Official page read during live research; confirms identity and listed offering. Performance language remains a company claim.

Hugging Face — LeRobot organization and resources

Hugging Face — LeRobot · Publication date not disclosed · Source accessed 2026-09-28

Official page read during live research; confirms identity and listed offering. Performance language remains a company claim.

Connection reviewed 2026-09-28

uses
SmolVLA → Hugging Face LeRobot
Sources 1
SmolVLA base model card

Hugging Face LeRobot · Publication date not disclosed · Source accessed 2026-09-28

Connection reviewed 2026-09-28

develops
Hugging Face — LeRobot → Hugging Face LeRobot
Sources 1
huggingface/lerobot official repository

huggingface · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Connection reviewed 2026-09-28

Curated comparisons

Record history & verified changes

A research review records when we checked a source. It does not mark a product launch or a new deployment.

Initial reviewed record. No subsequent field change has been recorded.

Inspect the evidence

Sources & evidence

md-lerobot
huggingface/lerobot official repository

huggingface · Repository · Publication date not disclosed · Source accessed 2026-09-28

License: Apache-2.0 code. Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

md-lerobot-release
LeRobot v0.6.1 release

Hugging Face · Official release · Published 2026-08-03 · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.

Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied.

co-hugging-face-lerobot
Hugging Face — LeRobot — official portfolio and company information

Hugging Face — LeRobot · Official spec · Publication date not disclosed · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose or dataset redistributed.

Official page read during live research; confirms identity and listed offering. Performance language remains a company claim.

co-hugging-face-lerobot-2
Hugging Face — LeRobot organization and resources

Hugging Face — LeRobot · Official spec · Publication date not disclosed · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose or dataset redistributed.

Official page read during live research; confirms identity and listed offering. Performance language remains a company claim.

md-smolvla
SmolVLA base model card

Hugging Face LeRobot · Official spec · Publication date not disclosed · Source accessed 2026-09-28

License: Apache-2.0. Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.