Samsung's Tiny Model Made Scale Look Wasteful
Samsung's 7-million-parameter TRM beat much larger models on specific reasoning benchmarks by revising its answer up to 16 times.

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Samsung's 7-million-parameter TRM beat much larger models on specific reasoning benchmarks by revising its answer up to 16 times.

I use Claude Haiku for small refactors, review, and debugging. Its lower cost and faster responses matter more there than deeper reasoning.

A leaked OpenAI lineup showed five models, but the mini and nano pricing mattered more to me than another flagship.

Keep exploring