A technical guide details how to run the Qwen 3.8-27B code model locally on a Windows 11 machine with an RTX 3090 graphics card. The setup leverages DeepSeek Harness for agent orchestration and Unsloth Engine for optimized inference, enabling a 100% private, low-latency software engineering agent. The guide highlights the RTX 3090's 24GB VRAM as ideal for hosting models of this size, specifically using a dynamic quantization format that balances performance and memory usage. AI
IMPACT Enables local, private, and low-latency AI agent execution for software engineering tasks.
RANK_REASON Technical guide on setting up and running a specific LLM with associated tools on local hardware.
- DeepSeek
- DeepSeek Harness
- FlashAttention-2
- Jacques Gariépy
- Qwen 3.8-27B
- RTX 3090
- UD-Q4_K_XL
- Unsloth Engine
- Windows 11
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