Understanding AI #4 - What does Transformer mean in Generative Pre-Training Transformer (GPT)?

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Welcome to my new series called Understaing AI where I research and talk about various topics within Artificial Intelligence.

In this episode I talk about the term Transfermer in GPT models and models generally. I also explain terms associated terms important to understanding transformers.

Here are some links to relevant documents for further study
Neural Machine Translation by Jointly Learning to Align and Translate, D. Bahdanau, K. Cho, Y. Bengio (2015) - https://arxiv.org/abs/1409.0473v5

Attention Is All You Need, A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, L. Kaiser, I. Polosukhin (2017) - https://arxiv.org/abs/1706.03762

ImageNet Classification with Deep Convolutional Neural Networks, A. Krizhevsky, I. Sutskever, and G. E. Hinton (2012) - https://papers.nips.cc/paper_files/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html




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Tags:
Artificial Intelligence
OpenAI
Generative
pre-trained
transformer
GPT
ChatGPT
chatgpt
Self-supervised learning
Language model
Chatbot
Perceptron
Unsupervised learning
Semi-supervised
supervised
Discriminative
Imitative
pre-training
Attention
Encoder
Decoder
self-attention