llamaperf

Nemotron 3.5 Lightning 30B (3B active)

on 2× Intel Arc Pro B60 24GB · llama.cpp

Tone: positiveIntel hardware
Oct 3, 2026
Throughput
91.9 t/s gen · 1760.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4_0 (GGUF)
System RAM
64 GB
VRAM reported
24 GB

Use cases

agenticcoding

Summary

User reports Nemotron 3.5 Lightning 30B-A3B at 91.91 tok/s decode on 2x Intel Arc Pro B60 24GB. Setup is llama.cpp SYCL with Q4_0 weights and an MTP Q8_0 drafter at --spec-draft-n-max 7, 22.18 GiB VRAM, 1,760 tok/s prefill at 12K context. MTP acceptance is 99.5-100% at every n-max; the model needs the whole card with no co-residence.