Discovering Locally Run Language Models: Share Your Favorites/Not So Favorites! - eviltoast

Let’s talk about our experiences working with different models, either known or lesser-known.

Which locally run language models have you tried out? Share your insights, challenges, or anything you found interesting during your encounters with those models.

  • dtlnx@beehaw.orgOP
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    1 year ago

    I’d have to say I’m very impressed with WizardLM 30B (the newer one). I run it in GPT4ALL, and even though it is slow the results are quite impressive.

    Looking forward to Orca 13b if it ever releases!

    • micheal65536@lemmy.micheal65536.duckdns.org
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      1 year ago

      Which one is the “newer” one? Looking at the quantised releases by TheBloke, I only see one version of 30B WizardLM (in multiple formats/quantisation sizes, plus the unofficial uncensored version).

  • Kerfuffle@sh.itjust.works
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    1 year ago

    guanaco-65B is my favorite. It’s pretty hard to go back to 33B models after you’ve tried a 65B.

    It’s slow and requires a lot of resources to run though. Also, not like there are a lot of 65B model choices.

      • Kerfuffle@sh.itjust.works
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        1 year ago

        With a quantized GGML version you can just run on it on CPU if you have 64GB RAM. It is fairly slow though, I get about 800ms/token on a 5900X. Basically you start it generating something and come back in 30minutes or so. Can’t really carry on a conversation.

        • planish@sh.itjust.works
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          1 year ago

          Is it smart enough that it can get the thread of what you are looking for without as much rerolling or handholding, so this comes out better?

  • Yahma@kbin.social
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    1 year ago

    Guanaco, WizardLM (uncensored) and Camel-13b have been the best models I’ve tried that are 13b+.

    Surprisinly, the LaMini-LM (Flan 3b) and OpenLlama (3b) have performed very well for smaller models.