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  1. Complete-Transformer-Architecture Complete-Transformer-Architecture Public

    Complete Architecture of Transformer Model with PyTorch, proposed in the paper "Attention is all you need" : https://arxiv.org/pdf/1706.03762.pdf, the crux of sequence models like GPT.

    Jupyter Notebook 2

  2. German-to-English-PyTorch-Transformers German-to-English-PyTorch-Transformers Public

    German to English translation with Seq2Seq Transformers \w PyTorch. Dataset -> Multi30k

    Python 1

  3. RNN-Text-Generation RNN-Text-Generation Public

    An rnn with Adam optimizer developed with only numpy and vanilla python. Trainable on any simple txt dataset.

    Jupyter Notebook 1

  4. Voice-Assistant-GPT3.5 Voice-Assistant-GPT3.5 Public

    Jupyter Notebook 1

  5. Deep-Convolutional-GAN Deep-Convolutional-GAN Public

    Python 1

  6. LLM LLM Public

    A Not-So-Large-Yet Language Model. A decoder-only generative transformer

    Python 2