🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
A deterministic 0–100 hygiene score — README, license, CI, tests, docs, and freshness.
Who ships this repo — author concentration and the bus factor across the last 300 mainline commits.
Grounded in transformers's README, structure, and recent commits — answers won't invent code they haven't seen.
mainA Monday email with what shipped in transformers, in plain English — no account needed.
See how transformers stacks up against a rival, side by side.
Drop a live “shipped this week” badge into your README.
[](https://repowrapped.com/gh/huggingface/transformers)<a href="https://repowrapped.com/gh/huggingface/transformers"><img src="https://repowrapped.com/gh/huggingface/transformers/badge.svg" alt="shipped this week" /></a>A floor, not a guess: counts only commits whose author, co-author trailer, or message explicitly credits an AI tool (Claude, Copilot, Cursor, aider, Codex…). Based on 30 mainline commits. Unattributed AI code isn't counted here — the full audit estimates that separately.