TensorFlow Transformer model from Scratch (Attention is all you need)
🚀 Dive into Transformers: Building Blocks in NLP | Encoder and Decoder Layers 🚀
Embark on a transformative journey through the heart of Natural Language Processing (NLP) with Transformers! In this tutorial, we delve into the core elements of the Transformer architecture, focusing on crafting the fundamental Encoder and Decoder layers.
🎯 Grasp the Concept of Encoder and Decoder in Transformers.
🔧 Construct EncoderLayer: GlobalSelfAttention & FeedForward in Action.
🔑 Decode the Magic: Implementing DecoderLayer with CrossAttention.
💻 Test the Layer's Harmony with Realistic Input Sequences.
Embark on this empowering voyage into the realm of Transformers, enriching your toolkit with the skills to create intricate Encoder and Decoder layers. Join us for a dynamic learning experience and prepare to wield Transformers for a multitude of captivating NLP challenges! 🌟
Text Version Tutorial: https://pylessons.com/build-transformer
#transformers #nlp #encoder #decoder #tensorflow