VLAOpen

pi052_base

lerobot

Official model catalog record.

Code: Unverified
Weights: Available
Checkpoint: Available
License: Unverified

Weights

Decision summary

Best for

VLA training

Main blocker

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

Next check

Verify repository and artifact licenses.

Evidence profile

A visual read of adoption evidence. Scores describe catalog evidence readiness, not task performance.

Published evaluation

4/6

dimensions scored

Unknown evidence remains visible and is never treated as a zero.

Access and governanceNot scoredconf. 20

Artifact availability90conf. 90

Training and loading reproducibility70conf. 65

Training data requirements76conf. 45

Evaluation evidenceNot scoredconf. 10

Deployment readiness70conf. 55

Why these scores

The strongest decision reasons behind the evidence profile.

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.

2 required categories

Language intent / task phase

language · vision-language-action

required

Action / robot state

actions · vision-language-action

required

Critical gaps

Core categories are represented. Interface alignment and data quality still require verification.

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 decision dimensions

Access and governanceUnknown

License or access terms are not verified.

— · c20

Training data requirementsUseful

Required signal categories are structured; exact tensor and action interfaces still need verification.

76 · c45

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 · action_tokenizer/.gitattributes · action_tokenizer/README.md · action_tokenizer/bpe_tokenizer/special_tokens_map.json · action_tokenizer/bpe_tokenizer/tokenizer.json · action_tokenizer/bpe_tokenizer/tokenizer_config.json · action_tokenizer/processing_action_tokenizer.py · action_tokenizer/processor_config.json · action_tokenizer/special_tokens_map.json · action_tokenizer/tokenizer.json · action_tokenizer/tokenizer_config.json · config.json · model.safetensors · policy_postprocessor.json · policy_preprocessor.json; repository file tree
dataset.signals: official_claim; actions · language · vision-language-action; README/card declaration
model.weight_files: metadata_verified; model.safetensors; repository file tree
model.checkpoint_files: metadata_verified; model.safetensors; repository file tree
model.config_files: metadata_verified; action_tokenizer/bpe_tokenizer/tokenizer_config.json · action_tokenizer/processor_config.json · action_tokenizer/tokenizer_config.json · config.json; repository file tree

OpenBot notes

License must be verified before commercial use

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