Benchmark result
stablelm-2-zephyr-1_6b-Q8_0 on NVIDIA GeForce RTX 2050 — 57.5 tok/s
Measured with Lemonade manual on November 15, 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.
How this run compares
3rd fastest of 3 runs of this model on NVIDIA GeForce RTX 2050 · median 58.1 tok/s.
sort
- 158.4tok/s22.8Lemonade · Q8_0
- 258.1tok/s20.9Lemonade · Q8_0
- 357.5tok/s21.9Lemonade · Q8_0this run
Reproduce this run
toolLemonade manual
modelstablelm-2-zephyr-1_6b-Q8_0 (Q8_0)
context8,192
clientv0.4.99+102
Set those in Lemonade, then:
llm-benchmark benchmark --model "stablelm-2-zephyr-1_6b-Q8_0" --tool "Lemonade"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.