Neural Attention - This simple example will change how you think about it скачать в хорошем качестве

Neural Attention - This simple example will change how you think about it

In this episode of Neural Breakdown, we are tackling the revolutionary concept of Neural Attention - a framework that has shaped the AI industry in the past few years thanks to the key role it plays in Transformer architectures and of course, Large Language Models (LLMs). This video contains visual illustrations and easy-to-understand examples to explain whats, hows, and whys of Neural Attention. The second part of the series discussing Self Attention:    • The many amazing things about Self-Attenti...   To support the channel and access the Word documents/slides/animations used in this video, consider JOINING the channel on Youtube or Patreon. Members get access to Code, project files, scripts, slides, animations, and illustrations for most of the videos on my channel! Learn more about perks below. Patreon -   / neuralbreakdownwithavb   Buy me a coffee at https://ko-fi.com/neuralavb ! #ai #deeplearning #machinelearning #neuralnetworks If you want to learn more about NLP and Attention, check out my video on the 50 most important concepts in NLP in the last 10 years -    • 10 years of NLP history explained in 50 co...   More advanced Attention Neural Networks with Multimodal capabilities + Contrastive Learning:    • Multimodal AI from First Principles - Neur...   Papers mentioned: 1. Attention is All You Need: https://arxiv.org/abs/1706.03762 2. Neural Machine Translation by Jointly Learning to Align and Translate : https://arxiv.org/abs/1409.0473 Timestamps: 0:00 - Intro 1:05 - Let's make a Recommendation System 4:09 - Contrastive Learning 5:32 - A Chatty Recommender 7:30 - Mean Pooling 9:00 - Attention as a weighted mean 10:30 - Math 11:56 - Machine Translation 13:10 - Encoder Decoder Attention 14:57 - More Neural Attention 15:58 - Multiheaded Attention 17:34 - Conclusion and Next Video!