llamaperf
Oct 23, 2026
Throughput
400.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
EXL3 2.9bpw (EXL3)
System RAM
128 GB
VRAM reported
144 GB

Summary

User reports DeepSeek V4.1 Flash 1017 running at up to 40 tok/s, averaging around 30 tok/s, on 2x CMP 170HX plus an RTX 5060 Ti 16GB (144GB total VRAM) with 128GB DDR4-3000 and an Intel Core i9-10980XE. Setup uses LibertAIDAI's EXL3 2.9 bpw quantization with DSpARK enabled and expert caching: 93% of routed experts run on the GPUs, the rest on the CPU, with frequently used experts migrated to VRAM in the background. Prefill is around 400 tokens/sec, which the user calls slow. The 40 tok/s is a peak; the average is about 30 tok/s.