Benchmark result

Cyber-Tiel-Coder-35B-A3B-MTP-UD-Q5_K_XL — 52.8 tok/s

Measured with llama.cpp b11223-4da633776 on September 28, 2026.

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What the model built

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The coding scenario asks for a playable game in a single HTML file. This is exactly what the model returned, unedited.

How this run compares

Cyber-Tiel-Coder-35B-A3B-MTP-UD-Q5_K_XL on other hardware

Reproduce this run

toolllama.cpp b11223-4da633776
modelCyber-Tiel-Coder-35B-A3B-MTP-UD-Q5_K_XL (Q5_K)
context100,000
samplingtemperature 0.6000000238418579 · top_p 0.949999988079071 · top_k 20 · min_p 0 · presence_penalty 0 · repeat_penalty 1
clientv0.4.82+98

Set those in llama.cpp, then:

llm-benchmark benchmark --model "Cyber-Tiel-Coder-35B-A3B-MTP-UD-Q5_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.