SlimServe open-sources low-cost LLM serving for consumer GPUs
QuixiAI · x · 2026-09-07
Developer QuixiAI open-sourced SlimServe, a project for serving quantized LLMs on consumer GPUs like the RTX 3090. The repo includes deployment guides for Qwen3 8-bit and GLM-5.2, benchmark scripts, quantization notes, Metal scaling tests, and AMD Marlin GPTQ experiments — a useful engineering reference for low-cost local inference.
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