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Qwen (Alibaba)

Qwen2.5-3B-Instruct3B

Benchmarkprofil und veröffentlichte Ergebnisse.

Dense3B
Einordnung im Feld

Bestwerte im Vergleich

Beste Messwerte dieses Modells gegen Minimum, Durchschnitt und Maximum aller veröffentlichten Systeme.

Generation364,1 tok/s
Min 0,0Ø 77,4Max 667,0
Ueber dem Durchschnitt · 978 Systeme im Feld
Prefill15.658 tok/s
Min 4Ø 2.302Max 35.719
Ueber dem Durchschnitt · 978 Systeme im Feld
Time to First Token324 ms
Min 31Ø 57.832Max 535.235
Ueber dem Durchschnitt · 976 Systeme im Feld
Performanceprofil

Durchsatz nach Hardware & Engine

Jede Blase steht für eine GPU, CPU bzw. Engine – die Position zeigt Prompt-Verarbeitung (X) und Ausgabe-Geschwindigkeit (Y), die Blasengröße die Anzahl der Messläufe.

GPUnach Grafikkarte

4733552361180,005.88311.76617.649Prefill (tok/s)Generation (tok/s)AMD Radeon AI PRO R9700 - 364,1 tok/s Generation, 11.369 tok/s Prefill, TTFT 1.151 ms (3 Laufe)AMD Radeon AI PRO R97...AMD Radeon RX 7900 XTX - 358,2 tok/s Generation, 14.238 tok/s Prefill, TTFT 1.134 ms (9 Laufe)AMD Radeon RX 7900 XTXNVIDIA GeForce RTX 2060 - 259,9 tok/s Generation, 6.911 tok/s Prefill, TTFT 1.971 ms (6 Laufe)NVIDIA GeForce RTX 20...CPU-only - 3,5 tok/s Generation, 30 tok/s Prefill, TTFT 277.455 ms (3 Laufe)CPU-only
AMD Radeon AI PRO R9700 364,1 tok/sAMD Radeon RX 7900 XTX 358,2 tok/sNVIDIA GeForce RTX 2060 259,9 tok/sCPU-only 3,5 tok/s

CPUnach Prozessor

4733552361180,006.47312.94619.419Prefill (tok/s)Generation (tok/s)AMD Ryzen 3 3100 4-Core Processor - 364,1 tok/s Generation, 11.369 tok/s Prefill, TTFT 1.151 ms (3 Laufe)AMD Ryzen 3 3100 4-Co...AMD Ryzen Threadripper PRO 3955WX 16-Cores - 358,2 tok/s Generation, 15.665 tok/s Prefill, TTFT 1.104 ms (6 Laufe)AMD Ryzen Threadrippe...Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz - 333,2 tok/s Generation, 8.401 tok/s Prefill, TTFT 1.712 ms (9 Laufe)Intel(R) Xeon(R) CPU ...4 x Cortex-A78C + 4 x Cortex-A55 - 3,5 tok/s Generation, 30 tok/s Prefill, TTFT 277.455 ms (3 Laufe)4 x Cortex-A78C + 4 x...
AMD Ryzen 3 3100 4-Core Processor 364,1 tok/sAMD Ryzen Threadripper PRO 3955WX 16-Cores 358,2 tok/sIntel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz 333,2 tok/s4 x Cortex-A78C + 4 x Cortex-A55 3,5 tok/s

ENGnach Engine

4023813603393185.80210.51615.22919.943Prefill (tok/s)Generation (tok/s)llama.cpp - 364,1 tok/s Generation, 8.438 tok/s Prefill, TTFT 47.449 ms (18 Laufe)llama.cppvLLM - 355,9 tok/s Generation, 17.308 tok/s Prefill, TTFT 1.253 ms (3 Laufe)vLLM
llama.cpp 364,1 tok/svLLM 355,9 tok/s
Durchsatz & Latenz

Performancebenchmark

Messwert:
GPUs
#Modell / HerstellerMesswerteParallelGPU / CPU / RAMRuntime
1Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
364,13 tok/s TG
Prefill 15.658 · TTFT 1.918 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0
2Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
358,15 tok/s TG
Prefill 19.410 · TTFT 1.565 ms
10×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ4_K_M
3Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
355,86 tok/s TG
Prefill 24.866 · TTFT 2.634 ms
10×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMvLLMgodclaw
4Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
333,18 tok/s TG
Prefill 17.060 · TTFT 1.879 ms
10×2x AMD Radeon RX 7900 XTX i4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M
5Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
289,42 tok/s TG
Prefill 10.849 · TTFT 1.212 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0
6Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 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
7Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
253,98 tok/s TG
Prefill 19.902 · TTFT 780 ms
5×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMvLLMgodclaw
8Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 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
9Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
213,88 tok/s TG
Prefill 16.055 · TTFT 898 ms
5×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ4_K_M
10Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
207,49 tok/s TG
Prefill 12.047 · TTFT 1.151 ms
5×2x AMD Radeon RX 7900 XTX i4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M
11Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 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
12Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 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
13Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
108,65 tok/s TG
Prefill 5.041 · TTFT 551 ms
1×2x AMD Radeon RX 7900 XTX i4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_M
14Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 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
15Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
104,76 tok/s TG
Prefill 6.603 · TTFT 399 ms
1×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ4_K_M
16Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
93,07 tok/s TG
Prefill 7.599 · TTFT 324 ms
1×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0
17Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 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
18Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
52,34 tok/s TG
Prefill 7.155 · TTFT 346 ms
1×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMvLLMgodclaw
19Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
3,47 tok/s TG
Prefill 33 · TTFT 369.084 ms
5×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_M
20Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
3,22 tok/s TG
Prefill 24 · TTFT 103.262 ms
1×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_M
21Qwen2.5-3B-Instruct3BQwen (Alibaba) PerformancebenchmarkTimebench 3 - Kombi (Prefill + Generation)
0,07 tok/s TG
Prefill 33 · TTFT 360.019 ms
10×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_M
Agent- & Chat-Bewertung

Harnessbenchmark

Noch keine Harnessbenchmarks fuer dieses Modell.