A Comparative Framework for Multimodal Recommender Systems

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. （对工业界学术界的CTR推荐调研并实现25个算法模型，2023）

All about DeepLearning: 推荐系统、自然语言处理、Tensorflow、Pytorch等

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

Source code of CIKM 2022 and DLP-KDD workshop 2022 Best Paper: IntTower-“ IntTower: the Next Generation of Two-Tower Model for Pre-ranking System”

An unofficial PyTorch implementation of the audio LM VALL-E

PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html

LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EGRerank, Seq2Slate.

Toy Machine Learning Package

A unified, comprehensive and efficient recommendation library

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neu…

OpenAgents: An Open Platform for Language Agents in the Wild

主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看过的，就先罗列一下，然后之后看了把解读更新上；涉及到搜索/推荐/自然语言处理。

Open-source implementation of Google Vizier for hyper parameters tuning

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

Unified Structure Generation for Universal Information Extraction

Retrieval and Retrieval-augmented LLMs

Repo for adapting Meta LlaMA2 in Chinese! META最新发布的LlaMA2的汉化版！ （完全开源可商用）

记录本人整理的一些数据集

Multilingual Sentence & Image Embeddings with BERT

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings