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by Ardren
606 days ago
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The last table shows memory usage and performance on an Android phone. > Decode latency improved by 2.5x and prefill latency improved by 4.2x on average, while model size decreased by 56% and memory usage reduced by 41% on average. The benchmarks can be reproducible today via ExecuTorch Llama instructions. The table above shows results using an Android OnePlus 12 device—however, we’ve also verified similar relative performance on Samsung S24+ for 1B and 3B and Samsung S22 for 1B. |
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