Benchmark result
unsloth/gemma-4-31B-it-qat-GGUF:UD-Q4_K_XL on NVIDIA GeForce RTX 3080 Ti +1 more — 46.4 tok/s
Measured with llama.cpp b10502-0adcc3bb5 on August 20, 2026.
What the model built
Open full screen →The coding scenario asks for a playable game in a single HTML file. This is exactly what the model returned, unedited.
How this run compares
unsloth/gemma-4-31B-it-qat-GGUF:UD-Q4_K_XL on other hardware
Reproduce this run
toolllama.cpp b10502-0adcc3bb5
modelunsloth/gemma-4-31B-it-qat-GGUF:UD-Q4_K_XL (Q4_K)
context65,536
thinkingon
clientv0.4.40+97
Set those in llama.cpp, then:
llm-benchmark benchmark --model "unsloth/gemma-4-31B-it-qat-GGUF:UD-Q4_K_XL" --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.