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Adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

GitHub ↗Website ↗Apache-2.0๐Ÿงฑ Framework

At a glance

Is this tool relevant to you?

What it does

A Unified Library for Parameter-Efficient and Modular Transfer Learning

May suit

People building or extending an AI-powered product or workflow.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Basic listingยท 2026-10-04 09:18 UTC

This record comes from the wider automated directory. It has not yet passed the stronger catalog verification checks.

Source
Automated project sync
Checked
2026-10-04 09:18 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Caution37/100

Several automated maintenance signals are weak or missing. Validate the project carefully.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology โ†’
โญ
2.8K
Stars
๐Ÿด
372
Forks
๐Ÿ‘ฅ
18
Contributors
๐Ÿ’š
Caution37/100
Health Score

Star History

Not enough data for chart

Health Score Breakdown

Star Momentum
0
Commit Frequency
3
Issue Health
20
Contributors
73
Release Cadence
30
Documentation
100
Community Signal
100

Project Info

Language
Python
License
Apache-2.0
Last Commit
2026-04-26 19:52 UTC
Last Release
v1.3.0 (2026-04-26 19:52 UTC)
Open Issues
47
Bus Factor
1
Commits/Week
0.5
Avg Issue Close
39.3 days
adaptersbertloranatural-language-processingnlpparameter-efficient-learningparameter-efficient-tuningpytorchtransformers

Project Badge

Embed a live health badge in a README or docs page.

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