Research papers and blogs to transition to AI Engineering

Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2 and Pytorch.

Awesome-LLM: a curated list of Large Language Model

[ICLR 2025] A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents

Ai迷思录（应用与安全指南）

Best practices for distilling large language models.

📚 Learn Google Colab、Python、ML、OpenAI、Whisper、spaCy、NLP、HuggingFace

RAG 系列教程源码仓库

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

python implementation of Peng Ding's "First Course in Causal Inference"

LLM101n: Let's build a Storyteller

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

3D Visualization of an GPT-style LLM

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

Examples about using MGeo finetune models

ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型

GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型

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

🥣 AIGC 提示词可视化编辑器 | OPS | Open Prompt Studio

🤓 Important machine learning knowledge, each article deeply analyzes theoretical knowledge

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

YuLan: An Open-Source Large Language Model

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

Llama3、Llama3.1 中文后训练版仓库 - 微调、魔改版本有趣权重 & 训练、推理、评测、部署教程视频 & 文档。

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

pke_zh, python keyphrase extraction for chinese(zh). 中文关键词或关键句提取工具，实现了KeyBert、PositionRank、TopicRank、TextRank等算法，开箱即用。