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Yashas Acharya's Projects

aspirantai icon aspirantai

Finetuning open-sourced LLM to become a subject topic expert on specific course content to aid course teaching assistants to be able to better answer student questions

cifar10densenet-swa icon cifar10densenet-swa

CIFAR10 Classifier using Stochastic Weight Average with a base custom DenseNet model achieving test accuracy of 88%

contactwhoai icon contactwhoai

Using BART, DeBERTa, GPT4 to classify appropriate points of contact in corporate setting for issues an employee faces.

eureka icon eureka

Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models"

learnaibility icon learnaibility

Utilizing OpenAI to enhance the learning experience for individuals with learning challenges, offering an alternate method of learning new concepts

qlora icon qlora

QLoRA: Efficient Finetuning of Quantized LLMs

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

videos icon videos

Code for the manim-generated scenes used in 3blue1brown videos

white-wine-classifier icon white-wine-classifier

Determining the quality of white wine with PyTorch with a linear model, multilinear model and a non linear interaction model with the following metrics: fixed acidity, volatile acidity, citric acid, residual sugar, chlorides, free sulfur dioxide, total sulfur dioxide, density, pH, sulphates, alcohol

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