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1. diffusion-distillation diffusion-distillation Public

   Implemented DDIM Diffusion and model distillation for fast and deterministic sampling.

   Python

2. smol-Diffusion smol-Diffusion Public

   Implemented DDPM Diffusion model from scratch. Trained a attention-based U-Net

   Python 1

3. smol-GPT smol-GPT Public

   Built a small (22M params) GPT 2 like model from scratch and trained it on Wikitext103 dataset.

   Python

4. Speaking-doc Speaking-doc Public

   A LLM+RAG based application, which enables users to chat with text documents (txt, pdf, docx).

   Python 1

5. zero-to-llama zero-to-llama Public

   LLaMa from scratch

   Jupyter Notebook

6. MNIST_neural_network_from_scratch MNIST_neural_network_from_scratch Public

   Created a general multilayer perceptron class using only NumPy and then used it to train MNIST dataset.

   Python