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The latent semantic layer performs text diffusion, which is equivalent to applying the image generation approach to language models and running it again. The 8 evaluation metrics can match the AR baseline, but it hasn't yet incorporated SFT and RLHF, just a pure research checkpoint. Waiting for a multimodal version to see if it can unify the text-image pipeline.