CS Undergrad. I like building neural nets. My passion lies in the field of NLP, especially involving LLMs.
Highlights
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Complete-Transformer-Architecture
Complete-Transformer-Architecture PublicComplete 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.
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German-to-English-PyTorch-Transformers
German-to-English-PyTorch-Transformers PublicGerman to English translation with Seq2Seq Transformers \w PyTorch. Dataset -> Multi30k
Python 1
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RNN-Text-Generation
RNN-Text-Generation PublicAn rnn with Adam optimizer developed with only numpy and vanilla python. Trainable on any simple txt dataset.
Jupyter Notebook 1
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