Llama Ecosystem

Llama is an open-source toolkit for training and fine-tuning large language models (LLMs). It provides tools for efficient model development, including data preprocessing, training scripts, and model evaluation. Suitable for research and production, Llama supports various architectures and scales to accommodate different hardware setups.

Created by
Meta AI
Released
February 24, 2023
Community Repos
1,449
Total GitHub Stars
95,898

llama.cpp

LLM inference in C/C++

10 Mar 2023 55,160

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

09 Feb 2023 28,039

ollama

Get up and running with Llama 3

26 Jun 2023 92,543

LLaMA-Factory

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

28 May 2023 32,044

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond

17 Apr 2023 19,659

Llama-Chinese

Llama中文社区,Llama3在线体验和微调模型已开放,实时汇总最新Llama3学习资料,已将所有代码更新适配Llama3,构建最好的中文Llama大模型,完全开源可商用

19 Jul 2023 12,154

PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc

05 Feb 2021 12,012

xtuner

An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral,

11 Jul 2023 3,820

lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs

15 Jun 2023 4,364

llama-gpt

A self-hosted, offline, ChatGPT-like chatbot

22 Jul 2023 10,740

Chinese-LLaMA-Alpaca

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

15 Mar 2023 18,249

OpenLLM

Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint, locally and in the cloud

19 Apr 2023 8,657

Langchain-Chatchat

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

31 Mar 2023 31,493

llama.cpp

LLM inference in C/C++

10 Mar 2023 55,160

airllm

AirLLM 70B inference with single 4GB GPU

12 Jun 2023 4,536

PowerInfer

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

15 Dec 2023 7,913

petals

🌸 Run LLMs at home, BitTorrent-style

12 Jun 2022 9,134

LocalAI

The free, Open Source OpenAI alternative

18 Mar 2023 20,533

llm-chain

`llm-chain` is a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks

24 Mar 2023 1,322

Chinese-LLaMA-Alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

18 Jul 2023 7,068