AI Research Atlas

Tinker

Thinking Machines Lab · 1 October 2025

Thinking Machines Lab's first product, Tinker, is an API for fine-tuning open-weights models. You write the training loop and they run it on their GPUs.

Managed post-training for open models such as Llama and Qwen, with scheduling, resource allocation and failure recovery handled by the lab. Opened as a private beta. Press says later versions added Kimi, DeepSeek, GLM and gpt-oss models.

Date
Wednesday, 1 October 2025
Lab
Thinking Machines Lab
Kind
product
Access
closed API

I read the announcement text only in search-result excerpts (the lab's launch post and its X post), and did not open the pages themselves before my fetch quota ran out. Date 2025-10-01 comes from those excerpts. Model list 'as of August 2026' (including a family called Inkling) is from a single snippet and unverified.

Sources

  1. thinkingmachines.ai/news/announcing-tinker/
  2. x.com/thinkymachines/status/1973447428977336578
  3. www.datacamp.com/tutorial/tinker-tutorial

This record was checked against its sources on 6 October 2026. How we check