Yash's repositories
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
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.