Benchmark result
qwen2.5-coder:0.5b on NVIDIA GeForce RTX 4070 Ti — 521.2 tok/s
Measured with Ollama 0.40.6 on October 21, 2026.
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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
toolOllama 0.40.6
modelqwen2.5-coder:0.5b (Q4_K_M)
context65,536
clientv0.4.96+102
Set those in Ollama, then:
llm-benchmark benchmark --model "qwen2.5-coder:0.5b" --tool "Ollama"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.