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Bmf Lerobot So100 Act Fixture
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Bmf Lerobot So100 Act Fixture

huggingface.co·Infrastructure

Bmf Lerobot So100 Act Fixture is a structural policy bundle designed for use with BMF and LeRobot in robotics simulation environments. According to the evidence, this tool serves as a fixture for policy verification in simulated settings, specifically for the SO-100 ACT configuration. It is not a trained policy, and its weights are described as dummy, indicating that it is intended for demonstration or verification purposes rather than deployment on real robotic hardware. The primary function of this fixture is to allow laboratories and researchers to download the bundle, run verification processes using BMF, and ensure that robot policies can be evaluated for their claimed capabilities before any physical embodiment or movement occurs. The evidence emphasizes that this artifact is meant for simulation-only use, with a specific safety focus to prevent unverified policies from being executed on actual robotic arms. This supports workflow steps such as downloading, verifying with BMF, and refusing deployment to hardware if the policy is not safe or verified. The tool is associated with the LeRobot library and can be used in conjunction with platforms like Google Colab and Kaggle for experimentation and demonstration. The licensing is specified as Apache-2.0, making it available under an open-source license. The fixture is targeted at robotics labs or users working with BMF and LeRobot who need a means to test policy verification workflows in a safe, simulated context. It addresses the need for a verification step that ensures only appropriately validated policies are considered for real-world robotic deployment. This tool belongs to the class of robotics policy verification fixtures, with an explicit focus on simulation and safety in embodied AI workflows.

Open SourceApache-2.0
WebCLIAPI
B
Bmf Lerobot So100 Act Fixture preview
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Overview

5 features

In the Other AI space, Bmf Lerobot So100 Act Fixture takes a focused approach. It focuses on verifying and testing robot policy artifacts in simulation before deploying to physical hardware. Bmf Lerobot So100 Act Fixture is an open-source project aimed at robotics researchers. The project is open source (Apache-2.0). It runs on the web, the command line, and API.

Behind Bmf Lerobot So100 Act Fixture is MCFL, and the product first shipped in 2026. The project is developed in the open on GitHub with 28 commits in the last 90 days. Among its 5 catalogued features are policy verification, simulation support, and safety checks.

  • ✓Policy verification
  • ✓Simulation support
  • ✓Safety checks
  • ✓LeRobot integration
  • ✓Fixture artifact

Tags

robotics-policysimulation-fixturebmf-verificationlerobot-integrationsafety-testing

AI capabilities

Weights: Open

Built with & integrations

Hosting
aws
Runs on
BrowserCLIAPI-only

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ GitHub✓ Active maintenance
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 12, 5:31 AM

    MCFL/bmf-lerobot-so100-act-fixture verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Bmf Lerobot So100 Act Fixture

What is Bmf Lerobot So100 Act Fixture?
Bmf Lerobot So100 Act Fixture focuses on verifying and testing robot policy artifacts in simulation before deploying to physical hardware. It is catalogued under Other AI on PulseGate.
Who should use Bmf Lerobot So100 Act Fixture?
Bmf Lerobot So100 Act Fixture is an open-source project built for robotics researchers.
Does Bmf Lerobot So100 Act Fixture have a free plan?
Yes — Bmf Lerobot So100 Act Fixture is open source under the Apache-2.0 license and free to use.
What platforms does Bmf Lerobot So100 Act Fixture run on?
Bmf Lerobot So100 Act Fixture runs on the web, the command line, and API.
Is Bmf Lerobot So100 Act Fixture still active?
PulseGate's automated liveness checks currently classify Bmf Lerobot So100 Act Fixture as active. The GitHub repository shows 28 commits in the last 90 days.
What tools are similar to Bmf Lerobot So100 Act Fixture?
Similar tools tracked by PulseGate include Molmoact2 Recap Iter2 So100 Blue, Molmoact2 Bi Rebot Base, and Smolvla So101 Candy 33c62cfe.Molmoact2 Recap Iter2 So100 BlueMolmoact2 Bi Rebot BaseSmolvla So101 Candy 33c62cfe
Who develops Bmf Lerobot So100 Act Fixture?
Bmf Lerobot So100 Act Fixture is developed by MCFL.
How long has Bmf Lerobot So100 Act Fixture been around?
Bmf Lerobot So100 Act Fixture first shipped in 2026.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
Open source
Yes (GitHub)
License
Apache-2.0
First seen
Jul 12, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
robotics researchers
Model
Open source
Solves
Verifying and testing robot policy artifacts in simulation before deploying to physical hardware.

Developer

MCFL
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
0
Last commit
5d ago
Commits 90d
28
Contributors
4
Authorship
Small team
Default branch
main

Live coverage

Confidence
Medium · 70
Indexed
Jul 12, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
5d ago
Identity audit (9)
Entity ID
cmrhcvpz80gwiu11t319nwzcu
Slug
mcfl-bmf-lerobot-so100-act-fixture-huggingface-co
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 12, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 12, 2026
Canonical URL
https://huggingface.co/MCFL/bmf-lerobot-so100-act-fixture

Similar apps

Other apps tracked under the same category.

  • Molmoact2 Recap Iter2 So100 Blue
    huggingface.co
  • Molmoact2 Bi Rebot Base
    huggingface.co
  • Smolvla So101 Candy 33c62cfe
    huggingface.co
  • Act Policy Bimanual
    huggingface.co
  • Molmoact2 Recap Iter1 So100 Blue
    huggingface.co
  • So101 Smolvla Model
    huggingface.co