rellm
simpleAI
| rellm | simpleAI | |
|---|---|---|
| 7 | 11 | |
| 491 | 323 | |
| - | - | |
| 5.0 | 7.3 | |
| 9 months ago | 12 months ago | |
| Python | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
rellm
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Run and create custom ChatGPT-like bots with OpenChat
- https://github.com/r2d4/rellm
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Forcing GPT-4 or GPT-3.5-turbo to adhere to a specific output format
MS guidance as mentioned and ReLLM
- GitHub - r2d4/rellm: Exact structure out of any language model completion.
- AI Showdown: Wizard Vicuna vs. Stable Vicuna, GPT-4 as the judge (test in comments)
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ReLLM: Exact Structure for Large Language Model Completions
There's probably a better API that wraps generate, but there's a bit more work than the logit mask.
You have to go one token at a time, otherwise the masking becomes combinatoric rather than linear (two tokens at a time -- need to generate all two token pairs, etc.).
But otherwise, that's what the code does! https://github.com/r2d4/rellm/blob/main/rellm/rellm.py#L21
- r2d4/rellm: Exact structure out of any language model completion.
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?
OpenChat - LLMs custom-chatbots console ⚡
gpt-jargon - Jargon is a natural language programming language specified and executed by LLMs like GPT-4.
dalai - The simplest way to run LLaMA on your local machine
convostack - Plug and play embeddable AI chatbot widget and backend deployment framework
AlpacaDataCleaned - Alpaca dataset from Stanford, cleaned and curated
guidance - A guidance language for controlling large language models. [Moved to: https://github.com/guidance-ai/guidance]
gptcli - ChatGPT in command line with OpenAI API (gpt-3.5-turbo/gpt-4/gpt-4-32k)
llama-api-server - A OpenAI API compatible REST server for llama.
StableLM - StableLM: Stability AI Language Models
basaran - Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.
loopgpt - Modular Auto-GPT Framework