DeepSeek V4.1 Flash runs at 20 tokens/s on a single RTX 3090 with 2.25bpw EXL3 quantization

casper_hansen_ · x · 2026-11-12

casperhansen demonstrates DeepSeek V4.1 Flash 1017 running at 20 tokens/s on a single RTX 3090 with 64GB RAM, using a vLLM frontend (scheduling, tool calling, OpenAI/Anthropic APIs) with ExLlamaV3 for the forward pass on a 2.25bpw EXL3 quantized model. He clarifies "zero quality sacrifice" means no tokenmax-style quality tradeoffs, and plans to write his own forward pass eventually.

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