Benchmark result
hermes-3-llama-3.1-8b on NVIDIA GeForce RTX 3060 Laptop GPU — 18.4 tok/s
Measured with Bionic manual on October 12, 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
toolBionic manual
modelhermes-3-llama-3.1-8b
context8,192
clientv0.4.92+102
Set those in Bionic, then:
llm-benchmark benchmark --model "hermes-3-llama-3.1-8b" --tool "Bionic"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.