Deploying DeepSeek-V4 on Blackwell: Fixing 3 critical SGLang bugs

shrug_hellifino · reddit · 2026-09-02

The author shared their experience running DeepSeek-V4-Flash-Vision-Exp via SGLang on dual RTX PRO 6000 Blackwell (SM120) cards, successfully handling a 269k-token context. They resolved three critical issues: SM120 sparse-MLA Vision prefill crashes (fixed by adding capability checks and falling back to Triton), a CUDA OOM in the indexer caused by 269k context (resolved via row slicing and chunking to bound memory), and a bug where Vision preview corrupted multi-turn tool-call history.

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