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

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

nn_with_karpathy

Understanding_llms

Trying out an idea on creating multimodal llms

Vit

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

ysurs.github.io

code for my website

ysurs/adapter_bert

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

ysurs/chat_with_pdf

Trying out a llm application

ysurs/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

ysurs/nn_with_karpathy

ysurs/Vit

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

ysurs/ysurs.github.io

code for my website

ysurs/From_scratch_implementations

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

ysurs/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.

ysurs/Llama-2

All the projects related to Llama

ysurs/Recommendation_system

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

ysurs/Understanding_llms

Trying out an idea on creating multimodal llms

ysurs/minbpe

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

ysurs/moondream

tiny vision language model

ysurs/Telco-Churn-prediction

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

ysurs/understanding-diffusion

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