Benchmark result

Underdog-Saluki-27B-1.0-IQ2-mix-MTP on AMD Radeon RX 6700/6700 XT/6750 XT / 6800M/6850M XT — 30.8 tok/s

Measured with llama.cpp b11524-86a283532 on October 11, 2026.

What the model built

The coding scenario asks for a playable game in a single HTML file. This is exactly what the model returned, unedited; the frame only adds a line that tells this page how tall it is.

How this run compares

Underdog-Saluki-27B-1.0-IQ2-mix-MTP on other hardware

39.4tok/s82.02× NVIDIA GeForce RTX 5060

Reproduce this run

toolllama.cpp b11524-86a283532

modelUnderdog-Saluki-27B-1.0-IQ2-mix-MTP

context72,000

thinkingon

effortmedium

think limitnone

samplingtemperature 1 · top_p 0.949999988079071 · top_k 20 · min_p 0 · presence_penalty 0 · repeat_penalty 1

clientv0.4.91+102

Set those in llama.cpp, then:

llm-benchmark benchmark --model "Underdog-Saluki-27B-1.0-IQ2-mix-MTP" --tool "llama.cpp"

The client prompts for context length and thinking mode, and for the KV cache dtype on Unsloth Studio. Sampling is left at the model default — the values above are what the tool reported using, not overrides the client sent.