
Tinker
Control every aspect of model training and fine-tuning
280 followers
Control every aspect of model training and fine-tuning
280 followers
Tinker is a flexible API for efficiently fine-tuning open source models with LoRA. It's designed for researchers and developers who want flexibility and full control of their data and algorithms without worrying about infrastructure management.
This is the 3rd launch from Tinker. View more

Inkling 2 Small
Launching today
Inkling 2 Small is Thinking Machines Lab's new 594B-parameter MoE model with 17B active, built for long-horizon coding, visual tasks, and agents. Available on Tinker for inference and fine-tuning.







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Hi everyone!
Thinking Machines Lab is back with Inkling 2 Small! It's a big jump from the previous generation, especially in coding, visual tasks, and long-running agent work.
In one demo, it spends over four hours training another model to forecast time series. It writes its own evaluator, tries different training approaches, fixes bugs along the way, and picks the best checkpoint.
You can try it and fine-tune it on Tinker now, with full weights coming soon!
And about that name... 594B total parameters, 17B active. I get the MoE math, but 594B is an interesting definition of "Small". Now I'm looking forward to the not-so-small one :)
If it's building a UI for me, does it look at screenshots of the running app to refine it, or only at code and error logs?