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gemma-2-27b-it27B

Benchmark profile and published results.

Dense27B
Position in the field

Best values compared

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

Generation113,0 tok/s
Min 0,1Ø 159,1Max 717,6
Unter dem Durchschnitt · 361 Systeme im Feld
Prefill842 tok/s
Min 39Ø 5.819Max 52.503
Unter dem Durchschnitt · 361 Systeme im Feld
Time to First Token2.163 ms
Min 156Ø 18.353Max 354.928
Ueber dem Durchschnitt · 361 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

124119113107102578603628652Prefill (tok/s)Generation (tok/s)AMD Radeon RX 7900 XTX - 113,0 tok/s Generation, 615 tok/s Prefill, TTFT 31.225 ms (3 Laufe)AMD Radeon RX 7900 XTX
AMD Radeon RX 7900 XTX 113,0 tok/s

CPUby processor

124119113107102578603628652Prefill (tok/s)Generation (tok/s)Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz - 113,0 tok/s Generation, 615 tok/s Prefill, TTFT 31.225 ms (3 Laufe)Intel(R) Xeon(R) CPU ...
Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz 113,0 tok/s

ENGby engine

124119113107102578603628652Prefill (tok/s)Generation (tok/s)llama.cpp - 113,0 tok/s Generation, 615 tok/s Prefill, TTFT 31.225 ms (3 Laufe)llama.cpp
llama.cpp 113,0 tok/s
Throughput & latency

Performance benchmark

Metric:
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1gemma-2-27b-it27BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
112,98 tok/s TG
Prefill 330 · TTFT 60.679 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
2gemma-2-27b-it27BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
63,42 tok/s TG
Prefill 674 · TTFT 30.833 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
3gemma-2-27b-it27BGoogle Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
31,94 tok/s TG
Prefill 842 · TTFT 2.163 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
Agent & chat rating

Harness benchmark

Noch keine Harnessbenchmarks fuer dieses Modell.