PE

PEFT

LLM Frameworks·infrastructure·open·#46 of 886·Rising

86.9

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%

91.7

Maintenance

30%

83.2

Friction

20%

99.1

Ecosystem

15%

79.5

Momentum

0.52Rising
7d change +0.18
High confidence

In LLM Frameworks

Ranked #8 of 61

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