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r/LocalLLaMA · Communities

Help optimizing llama.cpp + Qwen 27B on RTX PRO 6000 Blackwell for coding agents

Our company recently acquired a workstation with an RTX PRO 6000 Blackwell, and we're experimenting with local LLMs to reduce part of our Claude token usage. Right now we’re running Qwen3.6 27B MTP Q8_K_XL with llama.cpp on Windows 11. I've been using both Claude Opus and Sonnet for a while, and my impression is that t