ysurs

adapter_bert

This repo will contain the implementation of the paper parameter efficient transfer learning for NLP along with paper explanation

chat_with_pdf

Trying out a llm application

FER-from-static-images

Unofficial Implementation of the paper: Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images in pytorch

nn_with_karpathy

Vit

This repo will contain complete implementation of vision transformer and implementation notes

ysurs.github.io

code for my website

From_scratch_implementations

Some important algorithms implemented from scratch. It is a good exercise and relevant from interviews point of view.

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

Llama-2

All the projects related to Llama

Recommendation_system

This is an ongoing project in which I will be using yelp dataset and trying various recommendation algorithms.

Understanding_llms

Trying out an idea on creating multimodal llms

minbpe

Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

moondream

tiny vision language model

Telco-Churn-prediction

This repo will contain a kaggle project related to churn prediction.

understanding-diffusion

This repo is meant to understand diffusion as a foundation model.