ysurs

adapter_bert

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

ao

PyTorch native quantization and sparsity for training and inference

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.

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/ao

PyTorch native quantization and sparsity for training and inference

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.

ysurs/yalm

Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O