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The writing issue demonstrably has been solved without any breakthroughs by simply making a larger model (dall-E 2 vs the publicly available dall-e), the same a
by PeterisP 4y ago
The writing issue demonstrably has been solved without any breakthroughs by simply making a larger model (dall-E 2 vs the publicly available dall-e), the same appears to be for other main issues as well - it's just that the publicly available versions are based on smaller/weaker models than the state of art because they're significantly cheaper to run.
Also, I seem to recall that at least some models deliberately harmed generation of human faces (e.g. by selection of training data) to draw away attention from the deepfake/fakenews usecases and the related ethical,political and PR issues; I would assume that if any of them wanted to actually try and make specifically faces look good, that would be purely a matter of some engineering work without any breakthroughs needed - I mean, we have evidence from face-specific models that the same technical architecture can do decent faces.
- ShamelessC 4y agoNeither DALLE version 1 or 2 was completely released. Further, DALLE2 definitely still has issues with generation of text, although latent diffusion can do an okay job of it.
- astrange 4y agoIt’s Imagen that can competently generate text, and their ablation studies show it gains the ability at a size somewhat above DALLE2’s, IIRC.
- ShamelessC 4y agoApologies I was referencing personal experience w.r.t. latent diffusion. https://replicate.com/laion-ai/erlich https://replicate.com/laion-ai/erlich It still has issues of course, but a lot better at spelling than DALLE2.