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Self hosted LLM (sh.itjust.works)

submitted 8 months ago by [email protected] to c/[email protected]

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Hello internet users. I have tried gpt4all and like it, but it is very slow on my laptop. I was wondering if anyone here knows of any solutions I could run on my server (debian 12, amd cpu, intel a380 gpu) through a web interface. Has anyone found any good way to do this?

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[–] [email protected] 6 points 8 months ago

Thanks to this post, and the other comments in here, I've discovered that the ultimate ui for ai-models may well be

https://github.com/ParisNeo/lollms-webui

and on HuggingFace ( that name is aweful: to me it is the creepy-horrible FaceHugger, from the movie Alien, that I saw so many decades ago ) TheBloke has some models which are smaller

https://huggingface.co/TheBloke/

so you can choose a model that will actually-work on your hardware.

I think Llama-2 for brainstorming & CodeLlama-instruct for learning programming examples seems to be the cleanest pair, from what I've read, and he's got GGUF versions with different quantizations, so you can choose what will actually-fit on your hardware.

There are other models on huggingface which seem very useful, like

whisper-large-v3 for speech-to-text,
whisperspeech for text-to-speech,
sdxl-turbo for image-making ( for some copyright-free subjects to practice drawing with ), and so-on..

Some models require GPU, not all.

Damn things moved fast!