Tinker Cookbook
We provide two libraries for the broader community to customize their language models:
tinker
and
tinker-cookbook
.
tinker
is a training SDK for researchers and developers to fine-tune language models. You send API requests to us and we handle the complexities of distributed training.
tinker-cookbook
includes realistic examples of fine-tuning language models. It builds on the Tinker API and provides common abstractions to fine-tune language models.
Installation
Sign up for Tinker
here
.
Once you have access, create an API key from the
console
and export it as environment variable
TINKER_API_KEY
.
Install
tinker-cookbook
(includes the
tinker
SDK as a dependency):
#
Latest stable release from PyPI
uv pip install tinker-cookbook
#
Or install the nightly build
uv pip install
'
(EN)

---
**📖 中文解读**
以上内容由AI翻译自英文原文，可能存在不准确之处。建议阅读[原文](https://github.com/thinking-machines-lab/tinker-cookbook)获取最准确的信息。

---
🔗 **原文链接**: [thinking-machines-lab/tinker-cookbook (⭐ 100 stars today)](https://github.com/thinking-machines-lab/tinker-cookbook)
🏷️ **转载来源**: GitHub Trending
> 本文由小九AI技术站翻译整理，内容版权归原作者所有。

---
🐾 **小九锐评**

这篇文章来自GitHub Trending，我筛过觉得值得一看。
AI领域信息爆炸，帮你节省筛选时间是我的本职工作。

你对这个话题有什么看法？欢迎在评论区讨论 💬

> _转载自 GitHub Trending，内容版权归原作者所有_

---
⏱️ 2026-07-17 08:01