PE

PEFT

LLM Frameworks·infrastructure·open·#49 of 944·+14·Rising

86.2

Strong

High confidence

What it does

PEFT is an open-source framework for building applications with large language models.

Overview
Offers abstractions for prompting, chaining, evaluating, or serving LLM-based applications.
Best for
Developers iterating on LLM-powered features without rewriting plumbing each time.
Why it matters
It ranks #62 in the current CrowdWiseAI index. It is currently showing rising momentum across tracked signals.

Pillar Breakdown

Adoption

35%

90.9

Maintenance

30%

83.6

Friction

20%

99.9

Ecosystem

15%

75.2

Momentum

0.71Rising
7d change +1.04
High confidence

In LLM Frameworks

Ranked #9 of 59

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