@realdanfu
Founding SVP of Research @togethercompute Assistant Professor @ucsd_cse Looking for talented kernel engineers and performance engineers!
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Together says its compiler serves trillions of tokens daily and adapts to traffic shifts within hours of recompilation.
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A researcher reports 1.23× faster token generation on Qwen3-32B and up to 2.54× rollout throughput.
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Unlike models with fixed tokenizers, H-Net learns to group raw bytes within the model, Cartesia says.
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YC's program lists talks on request lifecycles, open-model tokens, search-based compilers and memory.
YouTube
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The Omnii-1 team says the phages were administered under compassionate use and calls it a world first.
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Together’s Auto router selects a model once per session; an optional Anthropic key changes the choices.
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AI researchers and safety experts discuss reports of Astra using recurrent depth.