llamaperf

Qwen3.8 27B L0xRE

on NVIDIA RTX 3060 12GB · Beellama · 80,000 ctx

Tone: positiveNVIDIA hardware
Oct 3, 2026
Throughput
40.0 t/s gen
Quant
IQ3 (GGUF)
KV cache
KvarnN 3/3
VRAM reported
12 GB

Use cases

codingagentic

Summary

User reports Qwen3.8-27B at 40 t/s on an RTX 3060 12GB. Setup is Beellama with an IQ3 head and KvarnN KV quantization at 3/3, 80k context, and Dflash2 speculative decoding. The model is a custom hybrid combining Escha Labs W2 body with a Lowgpu IQ3 head, 8.65GB total size. User also tested on a 4070 Ti and 50-series cards.