LocalAI
magentic
| LocalAI | magentic | |
|---|---|---|
| 83 | 10 | |
| 19,862 | 1,597 | |
| 8.3% | - | |
| 9.9 | 9.3 | |
| 4 days ago | 6 days ago | |
| C++ | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
LocalAI
- LocalAI: Self-hosted OpenAI alternative reaches 2.14.0
- Drop-In Replacement for ChatGPT API
- Voxos.ai – An Open-Source Desktop Voice Assistant
- Ask HN: Set Up Local LLM
- FLaNK Stack Weekly 11 Dec 2023
- Is there any open source app to load a model and expose API like OpenAI?
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What do you use to run your models?
If you're running this as a server, I would recommend LocalAI https://github.com/mudler/LocalAI
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OpenAI Switch Kit: Swap OpenAI with any open-source model
LocalAI can do that: https://github.com/mudler/LocalAI
https://localai.io/features/openai-functions/
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"ChatGPT romanesc"
De inspirație, LocalAI, un replacement la OpenAI. E deja hot pe GitHub.
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Local LLM's to run on old iMac / Hardware
Your hardware should be fine for inferencing, as long as you don't bother trying to get the GPU working.
My $0.02 would be to try getting LocalAI running on your machine with OpenCL/CLBlas acceleration for your CPU. If you're running other things, you could limit the inferencing process to 2 or 3 threads. That should get it working; I've been able to inference even 13b models on cheap Rockchip SOCs. Your CPU should be fine, even if it's a little outdated.
LocalAI: https://github.com/mudler/LocalAI
Some decent models to start with:
TinyLlama (extremely small/fast): https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGU...
Dolphin Mistral (larger size, better responses: https://huggingface.co/TheBloke/dolphin-2.1-mistral-7B-GGUF
magentic
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Building a local AI smart Home Assistant
See Magentic for something similar: https://github.com/jackmpcollins/magentic
- GitHub - jackmpcollins/magentic: Seamlessly integrate LLMs as Python functions
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Show HN: Magentic – Use LLMs as simple Python functions
Update: I've added the ability to add chat messages using a new decorator `@chatprompt` in v0.7.0. See https://github.com/jackmpcollins/magentic/releases/tag/v0.7....
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
openplugin - Seamlessly integrate with OpenAI's ChatGPT plugins via API (or client), offering the same powerful functionality as the ChatGPT api + plugins!
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
cria - OpenAI compatible API for serving LLAMA-2 model
llama-cpp-python - Python bindings for llama.cpp
marvin - ✨ Build AI interfaces that spark joy
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
vanna - 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
outlines - Structured Text Generation
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
funcchain - ⛓️ build cognitive systems, pythonic