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Performance benchmark

How fast is the model?

Raw throughput on real hardware – how many tokens a model generates per second, how quickly it processes the prompt and how short the time to first token is. Higher is better.

⚡ Generation (tok/s)🔄 Prefill⏱️ TTFT👥 Concurrency
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Metric:
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen2.5-72B-Instruct-Q4_K_M.ggufQwen (Alibaba) Performance benchmarkPerformancetest Small 1.0
2,28 tok/s TG
Prefill 81 · TTFT 569 ms
1×Keine GPU (CPU-only)4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M