Agent researcher asks: how valuable is training beyond 256k context on Tinker?

cHHillee · x · 2026-11-09

Agent researcher cHHillee posted a public question: how valuable would training on contexts longer than 256k tokens be on Tinker (Thinking Machines' fine-tuning platform)? And if you want longer than 256k, how long would you want them to be? It doubles as an open demand-signal for fine-tuning services, hinting that long-context fine-tuning remains a real pain point in agent engineering.

Related event: Thinking Machines asks users if Tinker needs training beyond 256k context(2 posts)→

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