this post was submitted on 15 Jun 2024
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Privacy
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There are VERY FEW fully open LLMs. Most are the equivalent of source-available in licensing and at best, they're only partially open source because they provide you with the pretrained model.
To be fully open source they need to publish both the model and the training data. The importance is being "fully reproducible" in order to make the model trustworthy.
In that vein there's at least one project that's turning out great so far:
https://www.llm360.ai/
Well that's a problem, because even with training data that's impossible by design.
I'm not sure where you get that idea. Model training isn't inherently non-deterministic. Making fully reproducible models is 360ai's apparent entire modus operandi.