@@ -93,7 +93,7 @@ As can be seen, the instruction-tuned model requires a [chat template](../chat_t
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## Speeding up Mixtral by using Flash Attention
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The code snippets above showcase inference without any optimization tricks. However, one can drastically speed up the model by leveraging [Flash Attention](../perf_train_gpu_one.md#flash-attention-2), which is a faster implementation of the attention mechanism used inside the model.
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The code snippets above showcase inference without any optimization tricks. However, one can drastically speed up the model by leveraging [Flash Attention](../perf_train_gpu_one#flash-attention-2), which is a faster implementation of the attention mechanism used inside the model.
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First, make sure to install the latest version of Flash Attention 2 to include the sliding window attention feature.
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