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Pytorch Transformers from Scratch (Attention is all you need) 4 года назад


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Pytorch Transformers from Scratch (Attention is all you need)

In this video we read the original transformer paper "Attention is all you need" and implement it from scratch! Attention is all you need paper: https://arxiv.org/abs/1706.03762 A good blogpost on Transformers: http://www.peterbloem.nl/blog/transfo... ❤️ Support the channel ❤️    / @aladdinpersson   Paid Courses I recommend for learning (affiliate links, no extra cost for you): ⭐ Machine Learning Specialization https://bit.ly/3hjTBBt ⭐ Deep Learning Specialization https://bit.ly/3YcUkoI 📘 MLOps Specialization http://bit.ly/3wibaWy 📘 GAN Specialization https://bit.ly/3FmnZDl 📘 NLP Specialization http://bit.ly/3GXoQuP ✨ Free Resources that are great: NLP: https://web.stanford.edu/class/cs224n/ CV: http://cs231n.stanford.edu/ Deployment: https://fullstackdeeplearning.com/ FastAI: https://www.fast.ai/ 💻 My Deep Learning Setup and Recording Setup: https://www.amazon.com/shop/aladdinpe... GitHub Repository: https://github.com/aladdinpersson/Mac... ✅ One-Time Donations: Paypal: https://bit.ly/3buoRYH ▶️ You Can Connect with me on: Twitter -   / aladdinpersson   LinkedIn -   / aladdin-persson-a95384153   Github - https://github.com/aladdinpersson OUTLINE: 0:00 - Introduction 0:54 - Paper Review 11:20 - Attention Mechanism 27:00 - TransformerBlock 32:18 - Encoder 38:20 - DecoderBlock 42:00 - Decoder 46:55 - Putting it togethor to form The Transformer 52:45 - A Small Example 54:25 - Fixing Errors 56:44 - Ending

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