The math behind Attention Keys Queries and Values matrices











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This is the second of a series of 3 videos where we demystify Transformer models and explain them with visuals and friendly examples. • Video 1: The attention mechanism in high level    • The Attention Mechanism in Large Lang...   • Video 2: The attention mechanism with math (this one) • Video 3: Transformer models    • What are Transformer Models and how d...   • If you like this material, check out LLM University from Cohere! • https://llm.university • 00:00 Introduction • 01:18 Recap: Embeddings and Context • 04:46 Similarity • 11:09 Attention • 20:46 The Keys and Queries Matrices • 25:02 The Values Matrix • 28:41 Self and Multi-head attention • 33:54: Conclusion

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