Benchmark result

Ornith-1.5-9B-Q8_0 on AMD Radeon RX 9070/9070 XT/9070 GRE — 54.9 tok/s

Measured with vLLM on August 28, 2026.

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What the model built

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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

Reproduce this run

toolvLLM
modelOrnith-1.5-9B-Q8_0 (Q8_0)
context8,192
clientv0.4.44+97

Set those in vLLM, then:

llm-benchmark benchmark --model "Ornith-1.5-9B-Q8_0" --tool "vLLM"

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.