LLM-As-Chatbot
OpenChatKit
LLM-As-Chatbot | OpenChatKit | |
---|---|---|
3 | 23 | |
3,242 | 8,997 | |
- | 0.0% | |
9.0 | 6.5 | |
6 months ago | about 1 month ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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LLM-As-Chatbot
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OpenAI's GPT-4 Red Teamer Nathan Labenz: the GPT-4 base model recommends assassinating humans, naming specific targets
The first one is from https://github.com/deep-diver/Alpaca-LoRA-Serve
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Show HN: ChatLLaMA – A ChatGPT style chatbot for Facebook's LLaMA
this is useless because it doesn't handle context:
Q: Name five genres of music.
A: Jazz, country, hip-hop, blues, classical.
Q: Name a famous artist from the third genre.
A: Salvador Dalí.
Whereas this one actually supports context: https://github.com/deep-diver/Alpaca-LoRA-Serve
- Show HN: Finetune LLaMA-7B on commodity GPUs using your own text
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
What are some alternatives?
alpaca-lora - Instruct-tune LLaMA on consumer hardware
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
simple-llm-finetuner - Simple UI for LLM Model Finetuning
roomGPT - Upload a photo of your room to generate your dream room with AI.
peft - 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Open-Assistant - OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
hh-rlhf - Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
wik - wik is use to get information about anything on the shell using Wikipedia.
alpaca-7b-truss
stanford_alpaca - Code and documentation to train Stanford's Alpaca models, and generate the data.
minChatGPT - A minimum example of aligning language models with RLHF similar to ChatGPT