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Revert to clean minimal app: remove all custom VAE decode, let diffusers handle natively

Fix black image: remove double scaling_factor division in vae_decode

Fix vae_decode: match latent dtype to VAE weight dtype at runtime

Fix blank image: manual VAE decode with float32 latent cast, bypass deprecated upcast_vae path

Fix VAE dtype mismatch: use force_upcast config instead of vae.to(float32)

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IBM BOB revision 7

IBM Bob revision 6

IBM BOB revision 5

IBM BOB revision 3

IBM BOB second revision

IBM BOB

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