#vLLM-Serving6 min readDeepSeek-V4.1-Flash (1017): 1M Context, DeepSWE 77.0%, and vLLM / SGLang Production ServingArchitecture breakdown of DeepSeek's October 1017 update: 1M context window, native FP8 precision, DeepSWE 77.0% benchmarks, and production vLLM and SGLang deployment flags.Oct 22, 2026Read→
#LLMs6 min readSelf-Hosting DeepSeek-R1 with vLLM: The Hardware, VRAM & AWQ Benchmarking GuideExact memory calculations, tokens/sec benchmarks, and vLLM configuration flags for serving DeepSeek-R1 distilled models on RTX 4090, RTX 3090, and Apple Silicon.Oct 21, 2026Read→
