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Qwen (Alibaba)

Qwen2.5-0.5B-Instruct

Benchmark profile and published results.

Dense
Position in the field

Best values compared

Best metrics of this model against the minimum, average and maximum of all published systems.

Generation19,6 tok/s
Min 0,0Ø 7,3Max 70,9
Ueber dem Durchschnitt · 78 Systeme im Feld
Prefill171 tok/s
Min 4Ø 70Max 273
Ueber dem Durchschnitt · 78 Systeme im Feld
Time to First Token29.146 ms
Min 569Ø 162.646Max 506.953
Ueber dem Durchschnitt · 78 Systeme im Feld
Performance profile

Throughput by hardware & engine

Each bubble is a GPU, CPU or engine – position shows prompt processing (X) and output speed (Y), bubble size the number of runs.

GPUby graphics card

21,620,619,618,717,7122127133138Prefill (tok/s)Generation (tok/s)CPU-only - 19,6 tok/s Generation, 130 tok/s Prefill, TTFT 103.850 ms (3 Laufe)CPU-only
CPU-only 19,6 tok/s

CPUby processor

21,620,619,618,717,7122127133138Prefill (tok/s)Generation (tok/s)4 x Cortex-A78C + 4 x Cortex-A55 - 19,6 tok/s Generation, 130 tok/s Prefill, TTFT 103.850 ms (3 Laufe)4 x Cortex-A78C + 4 x...
4 x Cortex-A78C + 4 x Cortex-A55 19,6 tok/s

ENGby engine

21,620,619,618,717,7122127133138Prefill (tok/s)Generation (tok/s)llama.cpp - 19,6 tok/s Generation, 130 tok/s Prefill, TTFT 103.850 ms (3 Laufe)llama.cpp
llama.cpp 19,6 tok/s
Throughput & latency

Performance benchmark

Metric:
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen2.5-0.5B-InstructQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
19,64 tok/s TG
Prefill 135 · TTFT 103.828 ms
5×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_M
2Qwen2.5-0.5B-InstructQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
19,33 tok/s TG
Prefill 171 · TTFT 178.576 ms
10×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_M
3Qwen2.5-0.5B-InstructQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
11,74 tok/s TG
Prefill 85 · TTFT 29.146 ms
1×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_M
Agent & chat rating

Harness benchmark

Noch keine Harnessbenchmarks fuer dieses Modell.