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Ok that's so coolMulti-token prediction makes Gemma 4 run way faster locally!Same model, same laptop, 1.5x faster.Everything is open source from the assistant model to the code.- 97 tokens/s without MTP- 138 tokens/s with MTPThat's why research is so important. You're getting much more from the exact same machine and running the same powerful model.And making it available to non-technical folks just by installing an app is amazing.
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x.comPaul Couvert
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How slow does a 128B DENSE model run locally?Qwen3 27B and Gemma 31B are the popular dense models everyone tests. But what happens when you 4x the params?Mistral Medium 3.5 128B, side-by-side on 4x4090 vs 4x5090 vs RTX PRO 6000 vs DGX Spark:🔴4x4090: 12.06 tok/s decode, 680ms TTFT🟢4x5090: 19.57 tok/s decode, 572ms TTFT🟡PRO 6000: 18.12 tok/s decode, 538ms TTFT🟣DGX Spark: 2.58 tok/s decode, 2243ms TTFT
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Save this for your trip to Rome - you won’t regret it ☺️ My favorite place to shop for unique perfumes & Italian brands - plus you’re supporting a family-owned and locally run business! #shoppinginrome #romeitaly #rometravel #rometrip #rometravelguide
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Working on a new way to orchestrate agents.- Agent makes a delegation plan with subagent tasks- Run subagents locally, or in Dockerized cloud environments- Subagents send and receive messages as they workRun /orchestrate or let the agent use the delegation tool. Wdyt?
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x.comZach Lloyd
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