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Reinforcement learning boosts multimodal performance, raising task scores and creating unexpected synergies between image generation and editing.
Ditch the VAE bottleneck: Representation Forcing lets you train unified multimodal models to generate high-quality images directly from pixels, rivaling VAE-based approaches without the architectural constraint.