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    NVIDIA RTX PRO 6000 Blackwell: On-Prem AI in 2U Servers

    NVIDIA’s push to put Blackwell-class acceleration into standard racks reached a new inflection point this week with the launch of the NVIDIA RTX PRO 6000 Blackwell Server Edition and a family of factory-validated 2U RTX Pro servers from major OEMs — a move designed to make on‑premises AI and...
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    • 96gbmemory aircooled blackwell blackwell server edition cisco confidentialcomputing datacentergpu delltechnologies enterpriseai hpe lenovo mig nvidia omniverse onpremai pciegen5 rtx pro 6000 supermicro twou vgpu
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    • Forum: Windows News
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    Speed Up Local LLMs on Windows 11 by Tuning Context Length with Ollama

    Ollama’s latest Windows 11 GUI makes running local LLMs far more accessible, but the single biggest lever for speed on a typical desktop is not a faster GPU driver or a hidden setting — it’s the model’s context length. Shortening the context window from tens of thousands of tokens to a few...
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    • cli contextlength contextwindow gpu gui kvcache localllm modelfile modelpresets ollama onpremai openweightmodels performancebenchmark quantization selfattention tokenspersecond vram windows11
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    • Forum: Windows News
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