Sumanth R Hegde's Projects
π A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Code for the EE6132 Course Project, Fall 2019. Code forked from https://github.com/DeepSceneSeg/AdapNet-pp with project-specific changes
A facial recognition based attendance system; Summer School 2018
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
Deployment of PyTorch chatbot with Flask
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Assignments of the course "Geometry and Photometry for Computer Vision" , Spring 2020.
CUDA related news and material links
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
Repository of assignments and their solutions of the Applied Programming course at IIT Madras
A repository of mini projects and projects carried out as part of the EE5111 Estimation Theory couse, Spring 2020.
This is repository of assignments and explorations done as part of the EE5120 Applied Linear Algebra course (July-Nov 2019)
Fork of FastChat, an open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
Turn Python scripts into handouts with Markdown and figures
Fork of Chao's test with peftt ia^3. Trying to get to the bottom of IA3 training errors.
The official implementation of the paper "Finding Support Examples for In-Context Learning".
Command line application for approving/revoking your machine's internet access at IIT Madras
Our submission for the " Eye in the Sky " problem statement of Inter IIT Tech Meet 2018 conducted by IIT Bombay
A fork of Learning to See Moving Objects in the Dark
LLMPerf is a library for validating and benchmarking LLMs
A framework for few-shot evaluation of autoregressive language models.
Minimalistic large language model 3D-parallelism training
Fork of π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. Our implementation for IA3, a new fine-tuning method is now a part of the official Huggingface library!
My personal website, built on top of Wowchemy
Pygloo provides Python bindings for Gloo.
My solutions for Advanced Python Mastery (course by @dabeaz)
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
A project aimed at creating a facial recognition module and handwiting matching module for automatic customer identification in banks
π Hugo Academic Theme εε»ΊδΈδΈͺε¦ζ―η½η«. Easily create a beautiful academic rΓ©sumΓ© or educational website using Hugo, GitHub, and Netlify.