Transformer models have become the go-to model in most of the NLP tasks. Many transformer-based models like BERT, ROBERTa, GPT series, etc are considered as the state-of-the-art models in NLP. While NLP is overwhelming with all these models, Transformers are gaining popularity in Computer vision also. Transformers are now used for recognizing and constructing images, image encoding, and many more. While transformer models are taking over the AI field, it is also important to have a low-level understanding of these models.

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