huggingface/peft
A well-kept workshop manual: a hugging-face nameplate, one plain sentence of purpose, a green-ruled tip card, and then the code is already on the bench.
Checked against the rendered page. The listed paper (Orthogonal Finetuning Made Scalable, EMNLP 2025, Zeju Qiu) is not mentioned in the README; the README cites the PEFT library itself (Mangrulkar et al., 2022), so the entry describes a library README, not a paper README. The README has no badges, so the Badges table records GitHub's alert and link colors instead.
Why it is here
As a library README it leads with a one-line purpose, a Tip callout and runnable quickstart code, then backs the value claim with memory and accuracy tables, which is a different, code-first style worth studying.
Overview
Header Block
Badge Colors
Section Outline
Guidelines
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