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Docker Compose for llama.cpp GGUF servers on AMD Strix Halo: Qwen, Gemma, and Laguna packages (abliterated and quantized), stock Vulkan plus ROCmFP4/MTP and ROCmFPX, parallel slots, with prefill/decode and quality metrics measured on this rig.
Serve Poolside Laguna S 2.1 (NVFP4) on the NVIDIA DGX Spark (GB10) without hanging your box. Working stack, crash-safe configs, benchmarks, and the exact gotchas.
Poolside Laguna S 2.1: Run 1M Context Locally (Tested) - Complete overview, benchmarks, local setup guides (vLLM, SGLang, llama.cpp), and test suite for Laguna S 2.1 118B MoE.