Build resilient language agents as graphs.

Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.

Retrieval augmented generation demos with open-source Llama-3.1, 3, 2 / Phi-3 / Mistral / Zephyr / Gemma

本项目是针对RAG中的Retrieve阶段的召回技术及算法效果所做评估实验。使用主体框架为LlamaIndex.

This repo includes ChatGPT prompt curation to use ChatGPT better.

Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

FinGLM: 致力于构建一个开放的、公益的、持久的金融大模型项目，利用开源开放来促进「AI+金融」。

LLMs4OL:‌ Large Language Models for Ontology Learning

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。

《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

中文信息抽取，包含实体抽取、关系抽取、事件抽取

🛰️ 基于真实医疗对话数据在ChatGLM上进行LoRA、P-Tuning V2、Freeze、RLHF等微调，我们的眼光不止于医疗问答

基于ChatGLM-6B + LoRA的Fintune方案

chatglm3base模型的有监督微调SFT

Humanable Chat Generative-model Fine-tuning | LLM微调

为ChatGLM设计的微调数据集生成工具，速来制作自己的猫娘。

中文世界的NLP自动标注开源工具，简单样本，交给LabelFast。

Papers and Resources for Information Extraction via Large Language Models

LangChain 的中文入门教程

Repo for BenTsao [original name: HuaTuo (华驼)], Instruction-tuning Large Language Models with Chinese Medical Knowledge. 本草（原名：华驼）模型仓库，基于中文医学知识的大语言模型指令微调