llm-api
LocalAI
| llm-api | LocalAI | |
|---|---|---|
| 2 | 83 | |
| 147 | 20,550 | |
| - | 11.4% | |
| 6.6 | 9.9 | |
| 7 months ago | 6 days ago | |
| Python | C++ | |
| MIT License | MIT License |
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llm-api
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Is there any open source app to load a model and expose API like OpenAI?
1b5d/llm-api: Run any Large Language Model behind a unified API (github.com)
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Best local LLM software.
Good question, and an open one. You could try HuggingFace to have a wide variety of options. What is your technical expertise level? If you’re comfortable with python, then HuggingFace might be easier, for JS you could check out https://github.com/snwfdhmp/llm — some models which pop up a lot around here are llama.cpp, https://erichartford.com/uncensored-models - you could try https://github.com/1b5d/llm-api or https://github.com/minimaxir/simpleaichat
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 Your CPU should be fine, even if it's a little outdated.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
What are some alternatives?
llm - Use any LLM from the command line.
gpt4all - gpt4all: run open-source LLMs anywhere
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
simpleaichat - Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
llama-cpp-python - Python bindings for llama.cpp
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
localGPT - Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
gpt4free - The official gpt4free repository | various collection of powerful language models
llama.cpp - LLM inference in C/C++