Local Deployment of Open Source Large Modeling Tools

General Introduction Exo is an open source project designed to run its own AI cluster using everyday devices (e.g. iPhone, iPad, Android, Mac, Linux, etc.). Through dynamic model partitioning and automated device discovery, Exo is able to unify multiple devices into one powerful...

Ollama General Description ollama is a lightweight native language model runtime framework that allows users to easily build and run large language models. It offers multiple quick start and installation options, supports Docker, and includes a rich set of libraries for users to choose from. It is simple to use...

General Introduction KoboldCpp is an easy-to-use AI text generation software for GGML and GGUF models, inspired by the original KoboldAI.It is a single self-contained distributable version from Concedo, based on...

General Introduction LocalAI is an open source local AI alternative designed to provide an API interface compatible with OpenAI, Claude, and others. It supports running on consumer-grade hardware, does not require a GPU, and is capable of text, audio, video, image generation, and speech cloning for multiple...

Comprehensive Introduction vLLM is a high-throughput and memory-efficient reasoning and service engine designed for Large Language Modeling (LLM). Originally developed by the Sky Computing Lab at the University of California, Berkeley, it has become an academic and industry-driven...

General Introduction llama.cpp is a library implemented in pure C/C++ designed to simplify the inference process for Large Language Models (LLMs). It supports a wide range of hardware platforms, including Apple Silicon, NVIDIA GPUs, and AMD GPUs, and provides a variety of quant...

Pinokio General Introduction Pinokio is an innovative AI open source project deployment tool that allows users to easily install, run, and programmatically control a wide range of big model related applications with a single click. It is supported across multiple platforms and provides a community scripting library that covers most popular A...

GPT4All General Introduction GPT-4All is an open source project developed by Nomic to allow users to run Large Language Models (LLMs) on local devices. The project emphasizes privacy protection and does not require an Internet connection to use, and is suitable for both personal and business users...

General Introduction Hyperspace is an innovative generative browser (aiOS) based on the world's largest peer-to-peer AI network, designed to provide users with powerful tools for deep research and analysis. By integrating multiple AI models and data sources, Hyperspace allows users to quickly generate...

General Introduction RWKV-Runner is a management and launching tool designed specifically for RWKV models, aiming to provide an easy-to-use RWKV management and launching tool. It is fully automated and small in size, only 8MB in size, while offering both with the OpenAI API...

General Introduction LiteLLM is a Python SDK and proxy server developed by BerriAI to simplify and unify the invocation and management of multiple Large Language Model (LLM) APIs. It supports over 100 large model APIs, including OpenAI...

General Introduction Petals is an open source project developed by the BigScience Workshop to run Large Language Models (LLMs) through a distributed computing approach. Users can run LLMs at home using consumer-grade GPUs or Google Co...

Comprehensive Introduction LightLLM is a Python-based Large Language Model (LLM) inference and service framework known for its lightweight design, ease of extension, and efficient performance. The framework leverages a variety of well-known open source implementations, including FasterTransfor...

General Introduction Aana SDK is an open source framework developed by Mobius Labs, named after the Malayalam word "ആന" (elephant). It helps developers quickly deploy and manage multimodal AI models, supporting processing of text, images, audio and video, and other digital...

General Introduction The Aphrodite Engine is the official backend engine for PygmalionAI, designed to provide an inference endpoint for PygmalionAI sites and to support rapid deployment of Hugging Face-compatible models. The engine utilizes vLLM's p...

Comprehensive Introduction Harbor is a revolutionary containerized LLM toolset focused on simplifying the deployment and management of local AI development environments. It enables developers with a clean command line interface (CLI) and companion application to launch and manage with a single click, including LLM backends, API interfaces, front...

General Introduction Transformers.js is a JavaScript library developed by Hugging Face to enable users to run state-of-the-art machine learning models directly in the browser without server support. The library works in conjunction with Hugg...

Comprehensive Introduction GLM-Edge is a series of large language models and multimodal understanding models designed for end-side devices from Tsinghua University (Smart Spectrum Light Language). These models include GLM-Edge-1.5B-Chat, GLM-Edge-4B-Chat, GLM...

Comprehensive Introduction Nexa AI is a platform focused on multimodal AI solutions that run locally. It offers a wide range of AI models, including Natural Language Processing (NLP), Computer Vision, Speech Recognition and Generation (ASR and TTS), all of which can be used on local devices...

General Introduction AIStarter is a free platform designed to simplify AI project management, supporting easy download, installation and sharing of all kinds of popular AI open source projects on Windows, Mac or Linux. It provides out-of-the-box, packaging and sharing features, and has a strong social...

Comprehensive Introduction AI Dev Gallery is an AI development tools application from Microsoft (currently in public preview) designed for Windows developers. It provides a comprehensive platform to help developers easily integrate AI features into their Windo...

General Introduction GaiaNet-AI/gaianet-node is an open source project that allows users to quickly install the default node software stack on Mac, Linux or Windows WSL with a single command. Users can initialize nodes, customize configurations, download...

General Introduction llamafile is a tool from the Mozilla Builders project designed to simplify the deployment and operation of the Large Language Model (LLM). By combining llama.cpp with Cosmopolitan Libc ...

General Introduction llm.pdf is an open source project that allows users to run Large Language Models (LLMs) directly in PDF files. Developed by EvanZhouDev and hosted on GitHub, this project demonstrates an innovative approach: by Em...

General Introduction Transformers.js is a JavaScript library provided by Hugging Face designed to run state-of-the-art machine learning models directly in the browser without server support. The library works in conjunction with the Hugging Fa...

Comprehensive Introduction Xorbits Inference (or Xinference for short) is a powerful and versatile library focused on providing distributed deployment and services for language models, speech recognition models, and multimodal models. With Xorbits Inference...

Comprehensive Introduction LitServe is an open source AI model service engine from Lightning AI, built on FastAPI, focused on rapidly deploying inference services for general-purpose AI models. It supports everything from large language models (LLMs), visual...

General Introduction BrowserAI is an open source tool that lets users run native AI models directly in the browser. It was developed by the Cloud-Code-AI team and supports language models like Llama, DeepSeek, Kokoro...