Amphion
LocalAI
Amphion | LocalAI | |
---|---|---|
4 | 83 | |
3,956 | 20,076 | |
6.1% | 9.3% | |
8.6 | 9.9 | |
7 days ago | 6 days ago | |
Python | C++ | |
MIT License | MIT License |
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Amphion
- FLaNK Stack Weekly 11 Dec 2023
- Technique makes Taylor Swift to sing perfect Mandarin Chinese song
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Novel vocoder for high-quality audio generation
Code: https://github.com/open-mmlab/Amphion/blob/main/models/vocod...
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 Your CPU should be fine, even if it's a little outdated.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?
VALL-E-X - An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io
gpt4all - gpt4all: run open-source LLMs anywhere
vall-e - An unofficial PyTorch implementation of the audio LM VALL-E
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
canopy - Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
llama-cpp-python - Python bindings for llama.cpp
furnace - a multi-system chiptune tracker compatible with DefleMask modules
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
Retrieval-based-Voice-Conversion-WebUI - Easily train a good VC model with voice data <= 10 mins!
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
Gooey - Turn (almost) any Python command line program into a full GUI application with one line
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.