local_llama
LocalAI
| local_llama | LocalAI | |
|---|---|---|
| 10 | 82 | |
| 179 | 19,593 | |
| - | 7.1% | |
| 6.6 | 9.9 | |
| 10 days ago | 6 days ago | |
| Python | C++ | |
| Apache License 2.0 | MIT License |
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local_llama
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Discussion: Biggest Roadblocks to Deploy LLMs to Production
I work with AWS daily, terraform, Python and java creating and maintaining enterprise solutions. I have played with sagemaker but it is so expensive I hate to leave it up for longer than a day. I downloaded and created a chat with your docs (entirely in airplane mode) here point being that I’ve hosted models both locally and in the cloud. But just ended up sticking to API calls as it’s so cheap
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You can now chat with your documents privately!
I posted the speed of mine in the readme https://github.com/jlonge4/local_llama
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Textgen webui for gpt_chatwithPDF
I would like to use this tool https://github.com/jlonge4/gpt_chatwithPDF/blob/main/gpt_chat_api.py but unfortunately the local version (https://github.com/jlonge4/local_llama) is bound to the CPU and thus quiet slow. Is there any way i could get textgenwebui working with the above stated tool?
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Is there a way to ask questions about ç multiple PDF files?
This is what you want https://github.com/jlonge4/local_llama it’s fully offline with no third parties, but the setup is a bit involved
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Newbie here. Need help with choosing a llm model for pdf ingestion and summarization locally
Or try this https://github.com/jlonge4/local_llama
- Local GPT (completely offline and no OpenAI!)
- Local GPT (completely offline and no OpenAI!) [P]
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Offline llama
Code here if interested
LocalAI
- 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
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Retrieval Augmented Generation in Go
Neither of this really requires OpenAI. You can do it with locally-running models via something like https://github.com/mudler/LocalAI
What are some alternatives?
h2ogpt - Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/
gpt4all - gpt4all: run open-source LLMs anywhere
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
EmbedAI - An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks
llama-cpp-python - Python bindings for llama.cpp
zep - Zep: Long-Term Memory for AI Assistants.
chatdocs - Chat with your documents offline using AI.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
mychatGPT - GPT chat with your docs!
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.