Noufal SamsudinTemperature and Top-P Sampling in LLMsUnderstanding and exploring affects of temperature and top-p sampling in language generation. We will be testing the sampling approaches in…Aug 10Aug 10
Noufal SamsudinMicrosoft Phi 2 for ClassificationModifying Microsoft Phi 2 LLM for Sequence Classification Task. Training using LoRA and QLoRA approaches using Huggingface trainerDec 19, 2023Dec 19, 2023
Noufal SamsudinGenerating Ambigrams using Deep Learning: A Typography ApproachDeveloping a typography technique that creates path-vectors given a text, and then runs an optimization routine using pytorch on the…Jul 13, 2023Jul 13, 2023
Noufal SamsudinGenerating Music with GPTImplementing a GPT transformer from scratch, training to generate midi musicJul 1, 2023Jul 1, 2023
Noufal SamsudininAnalytics VidhyaGauGan: Generating Photorealistic Images from DrawingsPaper To Code implementation of NVIDIA’s GauGan on a custom Landscape ‘s Dataset. Generating photorealistic-ish:p images from drawingsMay 6, 2022May 6, 2022
Noufal SamsudinMastering TicTacToe with AlphaZeroCoding AlphaZero algorithm from scratch to play the game of TicTacToe and it never loses!!Apr 15, 20221Apr 15, 20221
Noufal SamsudinCreating instagram style filters — Neural Style TransferA CNN based approach to transfering “artistic style” from one image to anotherOct 12, 2021Oct 12, 2021
Noufal SamsudinCounting cars in Dubai from Satellite ImagesAn object detection approach to object counting on Satellite Images.Oct 4, 20212Oct 4, 20212
Noufal SamsudininAnalytics VidhyaPhoto Geolocation with Neural Networks: How to and How not toBuilding a neural network that can geotag an outdoor image and how to catch a cheating neural network with grad-camAug 7, 20211Aug 7, 20211
Noufal SamsudininAnalytics VidhyaPortfolio Optimization using Reinforcement LearningExperimenting with RL for building optimal portfolio of 3 stocks and comparing it with portfolio theory based approachesApr 5, 20216Apr 5, 20216