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lerobot

Official model catalog record.

Code
Unverified
Weights
Available
Checkpoint
Available
License
Unverified

Decision summary

Best for

lerobot

Main blocker

Training data requirements are not structured enough for reliable dataset matching.

Next check

Verify repository and artifact licenses.

Release history

Source-backed release timing for this canonical model record.

Important releases
  1. Checkpoint published

    Release timing is recorded from the official source creation date.

    Official source

Selection readiness

Evidence dimensions for deciding whether this model is ready to inspect, compare, or adopt. Scores describe catalog evidence, not task performance.

Published evaluation

How scores work

77/100

Provisional

3/6 dimensions scored · 43% confidence

Access and governanceNot scoredconf. 20
Artifact availability90conf. 90
Training and loading reproducibility70conf. 65
Training data requirementsNot scoredconf. 15
Evaluation evidenceNot scoredconf. 10
Deployment readiness70conf. 55
Engineering checks (OBRS) behind this record
Engineering checksBronze

Needs Audit

1/12checks passed

OBRS metadata and reported test evidence. A breakdown behind Selection readiness, not a separate score or an independent OpenBot certification.

Standardization & Loaders15 / 25 pt
Physical & Action Quality2 / 25 pt
Semantic & Annotation4 / 20 pt
Real-World Validation0 / 15 pt
License & Compliance0 / 15 pt
Missing evidence and readiness gaps
  • A passing real-hardware test report is required.
  • A passing ingestion/pipeline test report is required.
  • A passing privacy and provenance review is required.

Why these scores

The strongest decision reasons behind Selection readiness.

Top 3 adoption signals

Artifact availability

Useful

Checkpoint files were verified in the official repository metadata.

90 · confidence 90

Training and loading reproducibility

Useful

Configuration files are present; runtime loading is not tested.

70 · confidence 65

Evaluation evidence

Unknown

No structured evaluation evidence has been verified.

· confidence 10

Data requirements

Declared loop-data needs, missing evidence, and the next checks that matter.

3 required categories

Observation / ego video

Needs visual observations or other state streams before this model direction is actionable.

required

Language intent / task phase

Needs task intent, instructions, keysteps, or phase labels to connect behavior to goals.

required

Action / robot state

Needs executable actions, robot state, hand pose, or trajectory supervision.

required

Future state / dynamics

Needs future-state supervision or rollout structure to validate predictive dynamics.

useful

Critical gaps

  • Observation / ego video: Needs visual observations or other state streams before this model direction is actionable.
  • Language intent / task phase: Needs task intent, instructions, keysteps, or phase labels to connect behavior to goals.
  • Action / robot state: Needs executable actions, robot state, hand pose, or trajectory supervision.

Linked datasets

Signal-level links only. Verify runtime interfaces before use.

Browse datasets

No related catalog datasets are linked to this model yet.

More evidenceShow

Additional data signals

Feedback / correction / failure

Needs success, failure, correction, or recovery signals to turn evaluation into better data.

useful

Sim-real / embodiment metadata

Needs embodiment, calibration, or sim-real pairing metadata for transfer analysis.

useful

Additional decision dimensions

Access and governanceUnknown

License or access terms are not verified.

· c20
Training data requirementsUnknown

Training data requirements are not structured enough for reliable dataset matching.

· c15
Deployment readinessUseful

Hardware, latency, dependencies, and checkpoint loading are not pipeline-tested.

70 · c55

Artifact facts

availability
metadata_verified
open
repository metadata
repository.files
metadata_verified
.gitattributes · README.md · config.json · model.safetensors · policy_postprocessor.json · policy_postprocessor_step_0_unnormalizer_processor.safetensors · policy_preprocessor.json
repository file tree
model.weight_files
metadata_verified
model.safetensors · policy_postprocessor_step_0_unnormalizer_processor.safetensors
repository file tree
model.checkpoint_files
metadata_verified
model.safetensors
repository file tree
model.config_files
metadata_verified
config.json
repository file tree

OpenBot notes

  • License must be verified before commercial use