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）

Offers a toolset for comprehensive, multi-faceted large-scale data analysis and optimizations

ESP-Brookesia is a human-machine interaction development framework designed for AIoT devices.

Baseline Techniques for REINFORCE Algorithm in Policy Based Reinforcement Learning

诺亚盘古大模型研发背后的真正的心酸与黑暗的故事。

搜索系统算法解析

中文、分词、词表、核心词典、事件词表、停用词、敏感词、问答、问答数据、知识图谱、文本语料。

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

Source code for Twitter's Recommendation Algorithm

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3

Code release for DynamicTanh (DyT)

Open-Sora: Democratizing Efficient Video Production for All

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

Making large AI models cheaper, faster and more accessible

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System

A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).

因果推断相关论文、书籍

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Development repository for the Triton language and compiler

LLM training in simple, raw C/CUDA

LLM inference in C/C++

Minimalistic large language model 3D-parallelism training

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Official inference framework for 1-bit LLMs

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)