A comprehensive library for implementing LLMs, including a unified training pipeline and comprehensive model evaluation.

Building Large Language Model Applications, Published by Packt

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

The official GitHub page for the survey paper "A Survey of Large Language Models".

仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理

《多模态大模型：新一代人工智能技术范式》作者：刘阳，林倞

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

A framework for large scale recommendation algorithms.

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

ChatGPT资料汇总学习，持续更新......

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，750+ 道「LeetCode 题目」详细解析，200 道「面试热门题目」。

The fastai book, published as Jupyter Notebooks

Diffusion model papers, survey, and taxonomy

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Must-read papers, related blogs and API tools on the pre-training and tuning methods for ChatGPT.

A Curated List of Must-read Papers on Recommender System.

Deep Learning for humans

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…

This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.

Deep Learning with TensorFlow 2 and Keras, published by Packt

Some algorithms about traditional and social recommendation.

Unsupervised text tokenizer for Neural Network-based text generation.

Collection of notebooks about quantitative finance, with interactive python code.

A natural language modeling framework based on PyTorch

FLoC

BERT-related papers