See this: https://github.com/orgs/community/discussions/72603
Every model I've tried so far is bad at distinguishing sexually explicit content from mere nudity, and many models are bad at distinguishing nude from non-nude. I don't know about Gemma 3 but Google's large commercial Gemini models refuse (or formerly refused; haven't tried recently) to tell me anything useful about images containing human figures. I assume that this is due to aggressive "safety" measures. On a technical basis, I assume that a model that can distinguish 10 different breeds of dog should also be able to usefully describe images of people wearing swimsuits, nude people, and people engaged in sexual intercourse.
The risk of the model generating illegal content and then the company getting bad PR from vultures in journalism simply outweighs any benefits of including this content in the training data.
This is also why you will never see the big companies release a capable open weight image or video gen model.
This is completely unsubstantiated. The original Sydney (Bing AI) was violently unhinged and this only drew more users; I haven't met a single person who prefers the new Bing AI to the old Sydney, and for that matter I haven't even heard of anyone using Bing AI for ages now they toned it down. Trust in journalists is at an all-time low ( https://news.gallup.com/poll/651977/americans-trust-media-re... ) and America recently elected an extremely unorthodox president in big part due to the sheer hatred of the media shared by a large proportion of the population. Even the most hardcore social conservatives aren't calling for companies to censor the training of open source models so they don't produce adult textual content even when prompted to do so; it's not a political issue.
Who is their target group for small local models that benchmark inferiorly to their proprietary solution (Gemini 2.0) then, if not hobbyists and researchers?
Last time only some groups of enthusiasts were willing to work through bugs to even run the buggy release of Gemma
Surely nobody runs this in production