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🤗 All things transformers with Hugging Face
Practical AI: Machine Learning, Data Science, LLM
Attention Is All You Need
The original transformer paper has the title attention is all you need. It's kind of the key aspect of what makes a transformer. What attention does is it uses that distribution, the probability of each of the five things and feeds that probability back into the model itself. So imagine I have a sentence like the man walked the dog and I want to predict the next word in that sentence. Those previous five words would be the five items I'd want to choose from. Attention would say how much weight should I give to each of those previous five words when trying to decide on the next word.
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