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1. Building-and-Training-a-Llama-2-Model-from-ScratchBuilding-and-Training-a-Llama-2-Model-from-ScratchPublic

   This project provides code to build and train a 7B-parameter Llama-2 architecture enhanced with Group Query Attention (GQA) using multiple GPUs.

   Python

2. Building-and-Training-a-GPT-2-Model-from-ScratchBuilding-and-Training-a-GPT-2-Model-from-ScratchPublic

   This project provides code to build, train, and use a 124M-parameter GPT-2 model with GPT-3-inspired configurations (see References and Acknowledgements).

   Python 1

3. Building-and-Training-a-DDPM-Model-from-ScratchBuilding-and-Training-a-DDPM-Model-from-ScratchPublic

   A PyTorch implementation of Denoising Diffusion Probabilistic Models (DDPM) from scratch. Features include DDPM and DDIM sampling methods, UNet backbone, and training on CIFAR-10 car images. Includ…

   Python

4. colorizing-BW-imagescolorizing-BW-imagesPublic

   The goal of this project is to color the black and white portraits. This project is based on the deep learning concepts and uses Pix2Pix GAN which is a general approach for image-to-image translation.

   Jupyter Notebook 1

5. comment_analyzercomment_analyzerPublic

   A Deep learning model which determines whether a comment given for a product is positive or negative!

   Jupyter Notebook

6. smart_snakesmart_snakePublic

   Playing the snake game using DQN.

   Jupyter Notebook 2 2