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What have you been up to recently with your local LLMs?
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this post was submitted on 19 Jul 2023
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LocalLLaMA
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Community to discuss about LLaMA, the large language model created by Meta AI.
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I'm trying to find a way to use it with Guidance to control my smart home, actually really doable with only a 13b model
Nice. I'm not an expert on NLP, are there any resources or frameworks out there to help handing a language model and guiding it to handle the specific set of commands/entities and areas? Or do you design everything from scratch?
When I first started tinkering with oobabooga's webui and the roleplay abilities, I also tried to create a character for my smart home. That certainly was fun and I like the idea of having a house with some kind of soul. But I never figured out how to make that useful. It just tried switching on or off random stuff and couldn't figure out what i wanted nor understand how my apartment looked. And of course kept hallucinating devices.
With HomeAssistant having 'The Year of the Voice'. This might get useful soon. They now(?) have official integrations for Whisper STT and a STT. And they're probably designing the language processing stuff and whatever is needed to handle commands regarding areas or specific domains. I think i will try that, once it's ready to use. But i want some scifi house with a soul, or the computer from the 'Enterprise'. And i think i also need more LLM power for that.
Yeah I'm using it with home assistant :)
Basically I'm using oobabooga for inference and providing an API endpoint as if it were OpenAI, and then plugging that into Microsoft's guidance, which I then give a tool. The tool takes as input the device and the state, and then calls my home assistant rest endpoint to execute the command!
Thank you for pointing that out. I was completely unaware of microsoft guidance. Once they merge/implement llama.cpp support, i'm definitely going to try it, too.
That will certainly be amazing, but for now it's actually not bad to use either oobabooga web UI or koboldcpp to run the inferencing and provide a rest endpoint, cause you can trick basically any program into treating it as if it's OpenAI and use it the same way
I've been waiting for ExLLama to have guidance support, but there seem to have been some integration issues. We need more people to learn and get involved, haha, including me
I actually just recently started having really good experiences with exllama on only 13B models, specifically I found the orca tuned ones to perform really well