llamaperf

Qwen3.8 27B

on NVIDIA RTX 5060 Ti 16GB · llama.cpp · 200,000 ctx

Tone: mixedNVIDIA hardware
Sep 7, 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
IQ3_XXS (GGUF)
KV cache
Q4
VRAM reported
16 GB

Summary

User reports over 200k context on 16 GB of VRAM with Qwen 3.8 27B at the IQ3_XXS quant. Setup is a laptop with Thunderbolt 4 and an Aorus 5060 Ti AI Box eGPU on Windows 11, with the KV cache quantized to q5_1. The user previously ran UD-Q3_K_XL at 140k context. Prompt processing dropped from 700-800 tk/s to 400 tk/s.