Benchmark result

unsloth/GLM-4.7-Flash-GGUF:UD-Q4_K_XL on Advanced Micro Devices, Inc. [AMD/ATI] Device 7551 — 111.0 tok/s

Measured with llama.cpp b11146-7fe450e19 on October 4, 2026.

What the model built

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

2nd fastest of 2 runs of this model on Advanced Micro Devices, Inc. [AMD/ATI] Device 7551 · median 111.6 tok/s.

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1112.3tok/s62.4llama.cpp · Q4_K
2111.0tok/s66.1llama.cpp · Q4_Kthis run

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Reproduce this run

toolllama.cpp b11146-7fe450e19

modelunsloth/GLM-4.7-Flash-GGUF:UD-Q4_K_XL (Q4_K)

context8,192

thinkingon

samplingtemperature 0.699999988079071 · top_p 1 · top_k 40 · min_p 0.009999999776482582 · presence_penalty 0 · repeat_penalty 1

clientv0.4.85+101

Set those in llama.cpp, then:

llm-benchmark benchmark --model "unsloth/GLM-4.7-Flash-GGUF:UD-Q4_K_XL" --tool "llama.cpp"

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.