jiayi-xian Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

awesome-llm-compression

Awesome LLM compression research papers and tools.

book

coding

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fairseq_kg

Implement of Knowledge graph to text model. Integrated with Fairseq (Meta Fair research library))

files

dotfiles

ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

latitude-e7390-hackintosh

EFI for MacOS Big Sur, using OpenCore 0.6.5

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

llm

LLM PEFT finetuning scripts for llama2 and ChatGLM (2,3)

llm_langchain_projects

Collection of llm_langchain_projects: Autolabelling, Search and Indexing

machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

myclip

Training codes of multimodal components: clip, ViT, detr

mycolab

test for google colab

mymultimodal

multimodal components: my clip, ViT, detr

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

ppo_llm_deepspeed

Customized pipelines for Reinforcement learning in llm (PPO) using DeepSpeed

rasa_calm_chatbot

Rasa calm chatbot integrated with llm built for customer service

vis_tools

my visualization tools