DeepSeek open-sources DeepInfer inference engine delivering 26,000+ tokens/sec per GPU

bycloud · youtube · 2026-11-04

bycloud breaks down DeepSeek's newly open-sourced DeepInfer inference engine, which delivers 26,000+ output tokens per second per GPU. The video covers prefill vs. decoding inefficiencies, DeepSeek's 96% KV cache hit rate, how the engine enables $38 revenue per GPU-hour, and what this means for the economics of LLM inference.

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