Benchmark result
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF on NVIDIA GeForce RTX 3070 Ti — 56.7 tok/s
Measured with Unsloth Studio on October 4, 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
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF on other hardware
Reproduce this run
toolUnsloth Studio
modelIsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF (Nex-N2.5-mini.APEX-I-MiniPlus-V2.1)
context8,192
kv cachef16 (assumed default)
think limitnone
samplingtemperature 0.7 · top_p 0.95 · top_k -1 · min_p 0.01 · presence_penalty 0
clientv0.4.85+101
Set those in Unsloth Studio, then:
llm-benchmark benchmark --model "IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-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.