JunguangJiang

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

awesome-cs-books

🔥 经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

optuna

A hyperparameter optimization framework

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

LAVIS

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

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

recommenders

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

EasyRec

A framework for large scale recommendation algorithms.

jiant

jiant is an nlp toolkit

chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

OpenDelta

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

Awesome-RSPapers

Recommender System Papers

FuxiCTR

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

fastformers

FastFormers - highly efficient transformer models for NLU

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

torch-rechub

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

BERT-of-Theseus

⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).

NLP-model

SimCSE-Chinese-Pytorch

SimCSE在中文上的复现，有监督+无监督

nann

A flexible, high-performance framework for large-scale retrieval problems based on TensorFlow.

auto-lambda

The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].

AITM

TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising. [https://arxiv.org/abs/2105.08489]

taskgrouping

Code for Which Tasks Should Be Learned Together in Multi-task Learning?

ARM-Net

A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, anomaly detection, and etc.

Debiased-Self-Training

Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)

MAMDR

Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation