Benchmark result
Qwen3-Coder-Next-UD-IQ4_XS on AMD Radeon 8050S — 48.8 tok/s
Measured with llama.cpp b10710-b02cb35f2 on September 28, 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; the frame only adds a line that tells this page how tall it is.
Reproduce this run
toolllama.cpp b10710-b02cb35f2
modelQwen3-Coder-Next-UD-IQ4_XS
context65,536
samplingtemperature 1 · top_p 0.949999988079071 · top_k 40 · min_p 0.009999999776482582 · presence_penalty 0 · repeat_penalty 1
clientv0.4.82+98
Set those in llama.cpp, then:
llm-benchmark benchmark --model "Qwen3-Coder-Next-UD-IQ4_XS" --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.