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What comes after Stable Diffusion? Stable Cascade could be Stability AI’s future text-to-image generative AI model


Stable Cascade uses somewhat of a different architecture than SDXL to generate images that Stability AI researchers hope will be more efficient.

In a 2023 interview with VentureBeat, Stability AI founder and CEO Emad Mostaque explained that DPO is an alternative approach to reinforcement learning used in models to tune them to human preferences. Other text-to-image gen AI technologies such as Ideogram and OpenAI’s DALL-E 3 have increasingly made strides in recent months to also improve text generation, with mixed results. In limited tests conducted by VentureBeat, Stable Cascade did more consistently generate the proper text in an image, from a prompt request, though it’s still far from perfect.

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