llamaperf
Oct 26, 2026
Throughput
125.5 t/s gen · 2993.2 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ2_XS (GGUF)
System RAM
128 GB
VRAM reported
24 GB

Summary

User reports Qwen3.8 Swift-1.5 Flash-Next at 125.5 tok/s generation and 2,993.2 tok/s prefill on an RTX 5090 Laptop 24 GB. Setup is PolyStrata with an IQ2_XS GGUF of about 63.5 GiB, configured for 131,072 tokens of context, with 128 GB of system RAM. The model is far larger than the card's 24 GB, so weights ran partly from system memory.