0xBakeer / Qwen3.8-27B-4-bit-on-a-single-DGX-Spark
git clone https://github.com/0xBakeer/Qwen3.8-27B-4-bit-on-a-single-DGX-Spark.git
Serving 4-bit Qwen3.8-27B on a single DGX Spark (GB10): 75 tok/s single-stream, 246 tok/s aggregate at 8-way concurrency. NVFP4 vs MixedInt4-AutoRound vs the FP8 baseline, measured on one harness — including why the quantization advantage collapses to +0.2% by c16.
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Star history starts 2026-10-20; the chart appears after the second daily snapshot.
LanguagePython
LicenseMIT
Created2026-08-16 (2mo ago)
Last push21d ago
OwnerUser
GitHub topics
autoroundbenchmarkdgx-sparkgb10int4llm-inferencellm-servingmarlinnvfp4nvidiaquantizationqwenqwen3speculative-decodingvllm