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Qwen (Alibaba)

Qwen2.5-3B-Instruct3B

Benchmark profile and published results.

Dense3B
Position in the field

Best values compared

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

Generation259,9 tok/s
Min 1,1Ø 71,9Max 259,9
Spitzenwert im Feld · 78 Systeme im Feld
Prefill9.739 tok/s
Min 8Ø 2.203Max 9.775
Spitzenwert im Feld · 78 Systeme im Feld
Time to First Token596 ms
Min 569Ø 46.548Max 382.793
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

2862732602472346.4966.7727.0497.325Prefill (tok/s)Generation (tok/s)NVIDIA GeForce RTX 2060 - 259,9 tok/s Generation, 6.911 tok/s Prefill, TTFT 1.971 ms (6 Laufe)NVIDIA GeForce RTX 20...
NVIDIA GeForce RTX 2060 259,9 tok/s

CPUby processor

2862732602472346.4966.7727.0497.325Prefill (tok/s)Generation (tok/s)Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz - 259,9 tok/s Generation, 6.911 tok/s Prefill, TTFT 1.971 ms (6 Laufe)Intel(R) Xeon(R) CPU ...
Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz 259,9 tok/s

ENGby engine

2862732602472346.4966.7727.0497.325Prefill (tok/s)Generation (tok/s)llama.cpp - 259,9 tok/s Generation, 6.911 tok/s Prefill, TTFT 1.971 ms (6 Laufe)llama.cpp
llama.cpp 259,9 tok/s
Throughput & latency

Performance benchmark

Metric:
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
259,86 tok/s TG
Prefill 9.253 · TTFT 3.361 ms
10×2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M
2Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
225,82 tok/s TG
Prefill 9.739 · TTFT 3.277 ms
10×2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ8_0
3Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
187,50 tok/s TG
Prefill 6.698 · TTFT 2.090 ms
5×2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M
4Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
168,19 tok/s TG
Prefill 7.879 · TTFT 1.850 ms
5×2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ8_0
5Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
106,40 tok/s TG
Prefill 3.776 · TTFT 651 ms
1×2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M
6Qwen2.5-3B-Instruct3BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
73,93 tok/s TG
Prefill 4.119 · TTFT 596 ms
1×2x NVIDIA GeForce RTX 20604x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ8_0
Agent & chat rating

Harness benchmark

Noch keine Harnessbenchmarks fuer dieses Modell.