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Fixed error in KV cache text in Illustrated GPT2 #36

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Fixed error in KV cache text in Illustrated GPT2 #36

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2 changes: 1 addition & 1 deletion _posts/2019-08-12-illustrated-gpt2.md
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Expand Up @@ -486,7 +486,7 @@ GPT-2 holds on to the key and value vectors of the the ```a``` token. Every self
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</div>

Now in the next iteration, when the model processes the word ```robot```, it does not need to generate query, key, and value queries for the ```a``` token. It just reuses the ones it saved from the first iteration:
Now in the next iteration, when the model processes the word ```robot```, it does not need to regenerate the key, and value vectors for the ```a``` token. It just reuses the ones it saved from the first iteration:

<div class="img-div-any-width" markdown="0">
<image src="/images/gpt2/gpt2-self-attention-qkv-3-2.png"/>
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