I don’t just mean speaking in lowercase, but also the phrasing is much less repetitive (but still there somehow?) Here’s some comments I’m fairly certain is from a bot for example, all from the same account: “I’ve pulled it off with 6 before, but only for faces without weird angles or extra lighting key is getting every angle you can even if it means taking frames from a video, 3 front facing pics and 2 profiles isn’t gonna cut it” “Man the lighting in this really makes it, that sunbeam hitting the floor while the cat is just zonked out with a whole kid on its back… early sd had this weird dreamlike quality that newer models sometimes lose” “This is a known weakness in the underlying model architecture, not really a training issue on your end. The base models are pretty bad at true compositional generalization, they lean on learned statistical patterns so novel spatial combos fall apart fast. For your dataset, try including counterexamples that break the usual patterns, like the same object in weird orientations or partially hidden. Captioning helps too, describe the spatial stuff in plain language like "hand resting on top of object, fingers curled around edge" but don't overdo it or the model just learns to parrot the phrases. Splitting appearance from structure is the stronger route. Conditioning on depth or pose maps during training can force the network to treat geometry as a separate channel, which often survives recombination better.” They have their post history hidden so I’m sorry if they’re a real person but seeing comments like this just made me squint. There’s a couple interspersed that seem more real such as them talking about how they own a golden retriever, but… man I don’t know. There are other similar posters who do the same, but… Maybe that’s just how they talk? It’s crazy to me that I’m having difficulty with this, because I used to be able to spot it instantly and it feels harder. Am I crazy lol. If this is an AI model, how can I get my chatbots to sound more like it? I want my qwen to be way less nebulous in speech   submitted by   /u/Borkato [link]   [comments]