turbopilot
LocalAI
turbopilot | LocalAI | |
---|---|---|
15 | 83 | |
3,839 | 19,862 | |
- | 8.3% | |
10.0 | 9.9 | |
7 months ago | 5 days ago | |
C++ | C++ | |
BSD 3-clause "New" or "Revised" License | MIT License |
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turbopilot
- New version of Turbopilot released!
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GGML for Falcoder7B, SantaCoder 1B, TinyStarCoder 160M
fyi https://github.com/ravenscroftj/turbopilot
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April 2023
TurboPilot: self-hosted copilot clone which uses the library behind llama.cpp to run the 6 Billion Parameter Salesforce Codegen model in 4GiB of RAM. (https://github.com/ravenscroftj/turbopilot)
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Which Models Best for Programming?
This repo has a potential
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[D] What Repos/Tools Should We Pay Attention To?
Right now https://github.com/ggerganov/llama.cpp is the dominant back-end for querying models, but forks and alternatives like https://github.com/ravenscroftj/turbopilot keep popping up. Increasingly, models submitted to huggingface explicitly note in their READMEs that the model is not compatible with llama.cpp, and that a different back-end must be used.
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newbie seeking impressive llama models, am i missing something?
There's turbopilot. I haven't tried it yet, but it looks promising.
- LocalAI: OpenAI compatible API to run LLM models locally on consumer grade hardware!
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LLM specialized in programming ?
Turbopilot | open source LLM code completion engine and Copilot alternative
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Locally running models like Chatgpt for Emacs?
This 6B parameters tool (based on README) could be runned with 4 Gb of RAM. https://github.com/ravenscroftj/turbopilot
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What models and setup is good for generating code
there is an interesting link https://github.com/ravenscroftj/turbopilot/wiki/Converting-and-Quantizing-The-Models , just wondering if anyone have done this with 16b and put the weights somewhere
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?
tabby - Self-hosted AI coding assistant
gpt4all - gpt4all: run open-source LLMs anywhere
fauxpilot - FauxPilot - an open-source alternative to GitHub Copilot server
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
ggml - Tensor library for machine learning
llama-cpp-python - Python bindings for llama.cpp
prompt-engineering - ChatGPT Prompt Engineering for Developers - deeplearning.ai
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
telegram-chatgpt-concierge-bot - Interact with OpenAI's ChatGPT via Telegram and Voice.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
simpleAI - An easy way to host your own AI API and expose alternative models, while being compatible with "open" AI clients.
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.