llamaperf

Muse 30B Glimmer

on 2× NVIDIA RTX 3060 12GB · llama.cpp · 65,536 ctx

NVIDIA hardware
Oct 6, 2026
Throughput
42.0 t/s gen · 684.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ4_XS (GGUF)
KV cache
Q8_0
System RAM
48 GB
VRAM reported
20 GB

Summary

User reports Glimmer 30B at 41.97 t/s generation and 684.86 t/s prompt processing on an RTX 3060 12GB plus RTX 3070 8GB. Setup is llama.cpp with IQ4_XS weights, Q8_0 KV cache, 65,536-token context, Flash Attention on, and a DFlash draft model (Q4_0) on CUDA1 with a 45/55 layer split. The benchmark prompt was 994 tokens, not a filled 65K context; generation ranged 41.71–42.45 t/s over 128 output tokens, with 4.5 s average request time and 9.7 s model load.