# Thinking Machines Lab — Tinker: Call for Community Projects

- Company: Thinking Machines Lab (thinkingmachines.ai)
- Announced: 2025-11-07
- Category: not stated
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://thinkingmachines.ai/news/call-for-community-projects
- Record: https://forck.live/items/18562-tinker-call-for-community-projects
- Subject: Thinking Machines / Inkling

We launched Tinker to enable builders and researchers to train models their own way, whether they’re conducting studies or customizing models for new applications. We plan to publish regular roundups of the coolest projects from the Tinker community, and we invite you to submit what you’ve been Tinkering on to be featured on our blog . Below are some broad suggestions for what we hope to see from the Tinker featured projects, and some specific research directions we would particularly love to see pursued. Guidelines for Tinker Featured Projects We’re interested in featuring ML research projects, AI-enabled research in other domains, custom models, and other contributions. Some examples: A reimplementation of a research project or tech report using Tinker, such as papers that compare algorithmic recipes or datasets. Original research in machine learning, such as exploring new approaches to training or optimization or applying novel benchmarks and evaluations. Research in a non-AI field that uses fine-tuned models, such as the work on mathematical theorem provers and chemistry models we highlighted previously . …

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Record: https://forck.live/items/18562-tinker-call-for-community-projects
Catalogue: https://forck.live/llms.txt
Current issue: https://forck.live/feed.md