Benchmark result
IFM/K2-Horizon-3.7B-GGUF on NVIDIA GeForce RTX 4070 — 101.9 tok/s
Measured with Unsloth Studio manual on October 16, 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
toolUnsloth Studio manual
modelIFM/K2-Horizon-3.7B-GGUF (Q4_K_M)
context131,072
kv cacheq4_0
thinkingon
effortlow
think limitnone
samplingtemperature 0.7 · top_p 0.95 · top_k -1 · min_p 0.01 · presence_penalty 0
clientv0.4.96+102
Set those in Unsloth Studio, then:
llm-benchmark benchmark --model "IFM/K2-Horizon-3.7B-GGUF" --tool "Unsloth Studio"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.