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1. mini-generative-transformer mini-generative-transformer Public

   Next token prediction using causal generative transformer architecture implemented from scratch. Mini project, made for educational purposes.

   Jupyter Notebook

2. tiny-rnn-language-model tiny-rnn-language-model Public

   Play around with an RNN-LM trained on a small sample of Wikipedia through a pretty web interface. Made for educational purposes.

   HTML

3. cat-mini-gan cat-mini-gan Public

   A compact project aimed at maximizing GAN performance through efficient use of compute and resources.

   Jupyter Notebook

4. lightweight-diffusion-model lightweight-diffusion-model Public

   Home-made diffusion model trained on a hand-scraped tiny dataset.

   Jupyter Notebook

5. mini-bert mini-bert Public

   From-scratch implementation of MLM and full BERT pre-traininig and fine-tuning pipeline (as well as the BERT tokenizer) for educational purposes.

   Jupyter Notebook

6. depth-perception-nyu depth-perception-nyu Public

   Depth perception model trained on NYU depth dataset

   Jupyter Notebook