A one-stop data processing system to make data higher-quality, juicier, and more digestible for (multimodal) LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大模型提供更高质量、更丰富、更易”消化“的数据！

ModelScope-Agent: An agent framework connecting models in ModelScope with the world

A modular graph-based Retrieval-Augmented Generation (RAG) system

Build AI Agents with memory, knowledge, tools and reasoning. Chat with them using a beautiful Agent UI.

DSPy: The framework for programming—not prompting—foundation models

Agent framework and applications built upon Qwen>=2.0, featuring Function Calling, Code Interpreter, RAG, and Chrome extension.

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

MiniCPM3-4B: An edge-side LLM that surpasses GPT-3.5-Turbo.

LlamaIndex is a data framework for your LLM applications

High accuracy RAG for answering questions from scientific documents with citations

A list of awesome papers and resources of recommender system on large language model (LLM).

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

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。

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

🦜🔗 Build context-aware reasoning applications

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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

中文法律对话语言模型

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，T5，UDA等模型的训练和预测，开箱即用。

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Code and documentation to train Stanford's Alpaca models, and generate the data.

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。

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.

MuCGEC中文纠错数据集及文本纠错SOTA模型开源；Code & Data for our NAACL 2022 Paper "MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction"

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

A system for quickly generating training data with weak supervision