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PAWBench A09 Ratio Control LoRA
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PAWBench A09 Ratio Control LoRA

huggingface.co·Infrastructure

PAWBench A09 Ratio Control LoRA is a repository that provides LoRA adapter pairs specifically trained for ratio-control experiments within the PAWBench A-09 model-level case study. The repository is associated with the PhysEdit organization and is publicly available. It serves as a model staging surface for research focused on ratio-control conditions, as referenced by specific issues in the PhysEdit project.

8. These adapters have been trained over a set of 200 accepted A-09 clips, with each condition matched for exposures and optimizer budget. The only difference between the conditions is the exposure manifest, allowing for controlled experimentation across different ratio-control scenarios. The repository is intended for use in model-level ratio-control research and case studies, as indicated by its documentation and issue references.

The repository is delivered via Hugging Face and is structured to support logical condition loading, where both adapters are required for a single condition. The content is public and lives under the PhysEdit organization, following the same operator decision as the related data repository.

Open Source
WebAPICLI
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PAWBench A09 Ratio Control LoRA preview
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Overview

5 features

PAWBench A09 Ratio Control LoRA is an Other AI product. It focuses on facilitating ratio-control experiments in robotic manipulation benchmarks using LoRA adapters. PAWBench A09 Ratio Control LoRA is an open-source project aimed at robotics and AI researchers. The project is open source (Open Source). PAWBench A09 Ratio Control LoRA is available on the web, API, and the command line.

It is developed by PhysEdit, and the product first shipped in 2024. Among its 5 catalogued features are loRA adapter, ratio control, and robotics benchmark.

  • ✓LoRA adapter
  • ✓Ratio control
  • ✓Robotics benchmark
  • ✓Open source weights
  • ✓Experimental conditions

Tags

lora-adapterrobotics-benchmarkratio-controlpawbenchexperimental-ai

AI capabilities

Weights: Open

Built with & integrations

Hosting
aws
Runs on
BrowserAPI-onlyCLI

Trust & compliance

LicenseOpen Source
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ GitHub
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 14, 2:31 PM

    PhysEdit/PAWBench-A09-Ratio-Control-LoRA verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about PAWBench A09 Ratio Control LoRA

What is PAWBench A09 Ratio Control LoRA?
PAWBench A09 Ratio Control LoRA focuses on facilitating ratio-control experiments in robotic manipulation benchmarks using LoRA adapters. It is catalogued under Other AI on PulseGate.
Who should use PAWBench A09 Ratio Control LoRA?
PAWBench A09 Ratio Control LoRA is an open-source project built for robotics and AI researchers.
Does PAWBench A09 Ratio Control LoRA have a free plan?
Yes — PAWBench A09 Ratio Control LoRA is open source under the Open Source license and free to use.
What platforms does PAWBench A09 Ratio Control LoRA run on?
PAWBench A09 Ratio Control LoRA runs on the web, API, and the command line.
Is PAWBench A09 Ratio Control LoRA still active?
PulseGate's automated liveness checks currently classify PAWBench A09 Ratio Control LoRA as active.
What tools are similar to PAWBench A09 Ratio Control LoRA?
Similar tools tracked by PulseGate include verdikt, Vondy, and Free AI Coding Skills for Rails.verdiktVondyFree AI Coding Skills for Rails
Who develops PAWBench A09 Ratio Control LoRA?
PAWBench A09 Ratio Control LoRA is developed by PhysEdit.
How long has PAWBench A09 Ratio Control LoRA been around?
PAWBench A09 Ratio Control LoRA first shipped in 2024.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
Open source
Yes (GitHub)
License
Open Source
First seen
Mar 18, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
robotics and AI researchers
Model
Open source
Solves
Facilitating ratio-control experiments in robotic manipulation benchmarks using LoRA adapters.

Developer

PhysEdit
↗ GitHub

Open source

View on GitHub →

Live coverage

Confidence
Medium · 70
Indexed
Jul 14, 2026
Lifecycle
Alive
Activity
Active
First seen
Mar 2024
Last seen
1d ago
Identity audit (9)
Entity ID
cmrkr30560ox3wzy62ynxpni4
Slug
physedit-pawbench-a09-ratio-control-lora-huggingface-co
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 14, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 14, 2026
Canonical URL
https://huggingface.co/PhysEdit/PAWBench-A09-Ratio-Control-LoRA

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