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User•Turn #1
I keep hearing about attention in transformers but the explanations are either too mathematical or too vague. Can you explain what attention actually DOES?
1 turns • 155 chars
Assistant•Turn #2
Attention is: How much should word A pay attention to word B?
Let's build this from a concrete example:
Sentence: The animal didn't cross the street because it was too tired.
Question: What does it...
2 turns • 919 chars
User•Turn #3
Yes! But why do we need both Q, K, and V? Why not just two?
3 turns • 978 chars
Assistant•Turn #4
BRILLIANT QUESTION! This is the key insight.
Let's think about what each represents:
Key (K) equals Here's how you can FIND me.
Value (V) equals Here's what I actually CONTAIN.
Query (Q) equals Here...
4 turns • 1966 chars
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