llamaperf

Qwen3.8 27B Swift-1.5

on NVIDIA RTX 5070 Ti · llama.cpp · 60,000 ctx

Tone: positiveNVIDIA hardware
Oct 14, 2026
Throughput
107.0 t/s gen · 1831.7 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ3_S (GGUF)
KV cache
q8_0
System RAM
32 GB
VRAM reported
16 GB

Summary

User reports Qwen3.8-27B (Swift-1.5 fine-tune, IQ3_S GGUF) at 106.96 t/s generation and 1831.68 t/s prompt processing on an RTX 5070 Ti 16GB. Setup is llama.cpp with Q8_0 KV cache, 60000 context, flash attention on, and MTP plus n-gram speculative decoding (draft-mtp,ngram-map-k4v, draft-n-max 3). User is happy with the speed but wants a larger context window and asks for advice on the launch arguments.