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Local LLM autocomplete + agentic coding on a single 16GB GPU + 64GB RAM

Via r/LocalLlama
Tuesday, May 12, 2026 · 2:53PM
Summary

Today I set up a full coding toolbox on a single RTX 5080 (with RAM offloading) that's actually viable. Autocomplete: bartowski/Qwen2.5-Coder-7B-Instruct-GGUF:Q6_K_L Agentic: unsloth/Qwen3.6-35B-A3B-GGUF:UD-Q8_K_XL Why these models: Qwen2.5 is still the best model for infill imo. I tried Gemma4 E4B

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