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1. coding-a-basic-attention-transformer-from-scratch coding-a-basic-attention-transformer-from-scratch Public

   Coding a basic transformer from scratch (pytorch and jax)

   Python 1

2. SmolLM-experiments-with-grouped-query-attention SmolLM-experiments-with-grouped-query-attention Public

   (Unofficial) building Hugging Face SmolLM-blazingly fast and small language model with PyTorch implementation of grouped query attention (GQA)

   Python 1

3. gpt-1-from-scratch gpt-1-from-scratch Public

   Rewriting and pretraining GPT-1 from scratch. Implementing Multihead Attention (MHA) in pyTorch from the original paper Improving Language Understanding by Generative Pre-Training (https://cdn.open…

   Python

4. AlexNet-Implementation AlexNet-Implementation Public

   This repository contains an implementation of the AlexNet convolutional neural network (CNN) architecture using the Pytorch framework. The model is trained on a dataset consisting of images of cats…

   Python

5. english-to-french-Neural-Machine-Translation english-to-french-Neural-Machine-Translation Public

   translating English sentences to French using a seq2seq model that learns to encode the source sequences (English) into a fixed context vector C and passing C into a decoder that predicts that the…

6. RoadWatch-car-detection-and-car-tracking-with-computer-vision RoadWatch-car-detection-and-car-tracking-with-computer-vision Public

   This repository contains a car detection and tracking software implemented using YOLOv8 for object recognition and classification, along with DeepSORT for tracking. The program is capable of detect…

   Jupyter Notebook