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Inkling (Thinking Machines Lab): Mira Murati’s first model ships as a 975B open-weight MoE you can download

Mira Murati left OpenAI, raised a fortune, and stayed quiet for a year. On July 15 the silence broke: Thinking Machines Lab dropped Inkling, its first public product — and the whole thing is on HuggingFace under Apache 2.0.

What it actually is

Inkling is a foundation model, not an app. 975B total parameters, 41B active (6 of 256 experts per token), 1M context, pretrained on 45T tokens across text, images, audio, and video. Natively multimodal — no bolted-on vision adapter. It’s tuned for coding, tool-calling agents, and RAG, and it beats Nemotron Ultra on the benchmarks they published.

The bet is contrarian. While OpenAI, Anthropic, and Google guard one closed do-everything model, Murati is shipping an open base you own and reshape.

The API angle

You don’t just download weights and hope. Inkling plugs into Tinker, TML’s fine-tuning service, live day zero at 64K and 256K context (50% off for now). Grab the weights, post-train on your data, serve your own version. That’s the pitch: a customizable open foundation, not another rented endpoint.


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