OpenChatKit
simpleAI
OpenChatKit | simpleAI | |
---|---|---|
23 | 11 | |
9,001 | 323 | |
0.1% | - | |
7.1 | 7.3 | |
29 days ago | 11 months ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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OpenChatKit
- OpenChatKit - OSS Framework for building chatbots
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How should I get an in-depth mathematical understanding of generative AI?
ChatGPT isn't open sourced so we don't know what the actual implementation is. I think you can read Open Assistant's source code for application design. If that is too much, try Open Chat Toolkit's source code for developer tools . If you need very bare implementation, you should go for lucidrains/PaLM-rlhf-pytorch.
- OpenChatKit
- OpenChatKit: Open-source kit for setting up a local, libre, LLM chatbot
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I created a locally-run ai assistant for UE5’s documentation
For a locally run open source option, I'd recommend taking a look at OpenChatKit. It's built on top of a couple different open source LLMs that have been fine-tuned for use as chatbots. I've only messed around with the online demo a little bit, but from what I've read it is supposed to run on a laptop and be almost as good as ChatGPT 3.5.
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[D] Are there any MIT licenced (or similar) open-sourced instruction-tuned LLMs available?
OpenChatKit https://github.com/togethercomputer/OpenChatKit
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[D] Is there currently anything comparable to the OpenAI API?
Togethercomputer released openchatkit a few weeks ago. Not tested it but looks promising https://github.com/togethercomputer/OpenChatKit
simpleAI
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[P] I got fed up with LangChain, so I made a simple open-source alternative for building Python AI apps as easy and intuitive as possible.
Not related to my own project SimpleAI despite the name, but looks like we can easily make the two work together, to keep it « simple ». Nice work!
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Run and create custom ChatGPT-like bots with OpenChat
Using this as an opportunity to mention my own related project, perhaps it can end up on your nice list one day. :)
https://github.com/lhenault/SimpleAI
- [D] OpenAI API vs. Open Source Self hosted for AI Startups
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StableLM released
You could have a look at a project I’ve been working on, SimpleAI, doing exactly this by replicating the OpenAI endpoints (you can then use their JS client for integration). Adding StableLM should be straightforward, I plan to add it to the examples in the upcoming days once I have a bit of time.
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[P] LoopGPT: A Modular Auto-GPT Framework
I’ve built SimpleAI with exactly these kinds of use cases in mind. That should allow supporting any model with minimal / no change to your project. Good job and good luck with LoopGPT, that looks nice!
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Using the API in Node
You could give this a shot: https://github.com/lhenault/simpleAI
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[D] Would a Tesla M40 provide cheap inference acceleration for self-hosted LLMs?
I don't know if this applies to your use case but this would probably work if you are looking for an llm to help with programming. Haven't really played around with it but this may work for general llm tasks, it doesn't have a web UI though.
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Alpaca, LLaMa, Vicuna [D]
As per llama.cpp specifically, you can indeed add any model, it's just a matter of doing a bit of glue code and declaring it in your models.toml config. It's quite straightforward thanks to some provided tools for Python (see here for instance). For any other language it's a matter of integrating it through the gRPC interface (which shouldn't be too hard for Llama.cpp if you're comfortable in C++). I'm planning to also add support for REST for model in the backend at some point too.
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[D] Is there currently anything comparable to the OpenAI API?
Shameless plug but I’ve been recently working on SimpleAI, a project replicating the main endpoints from OpenAI API, allowing you to seamlessly switch from their API to your own one, as it’s compatible with OpenAI client.
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[P] SimpleAI : A self-hosted alternative to OpenAI API
I wanted to share with you SimpleAI, a self-hosted alternative to OpenAI API.
What are some alternatives?
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
OpenChat - LLMs custom-chatbots console ⚡
roomGPT - Upload a photo of your room to generate your dream room with AI.
dalai - The simplest way to run LLaMA on your local machine
Open-Assistant - OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
AlpacaDataCleaned - Alpaca dataset from Stanford, cleaned and curated
wik - wik is use to get information about anything on the shell using Wikipedia.
gptcli - ChatGPT in command line with OpenAI API (gpt-3.5-turbo/gpt-4/gpt-4-32k)
simple-llm-finetuner - Simple UI for LLM Model Finetuning
StableLM - StableLM: Stability AI Language Models
minChatGPT - A minimum example of aligning language models with RLHF similar to ChatGPT
loopgpt - Modular Auto-GPT Framework