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* ✨ Added Fourier filter function to upsample blocks * 🔧 Update Fourier_filter for float16 support * ✨ Added UNetFreeUConfig to UNet model for FreeU adaptation 🛠️ * move unet to its original form and add fourier_filter to torch_utils. * implement freeU enable mechanism * implement disable mechanism * resolution index. * correct resolution idx condition. * fix copies. * no need to use resolution_idx in vae. * spell out the kwargs * proper config property * fix attribution setting * place unet hasattr properly. * fix: attribute access. * proper disable * remove validation method. * debug * debug * debug * debug * debug * debug * potential fix. * add: doc. * fix copies * add: tests. * add: support freeU in SDXL. * set default value of resolution idx. * set default values for resolution_idx. * fix copies * fix rest. * fix copies * address PR comments. * run fix-copies * move apply_free_u to utils and other minors. * introduce support for video (unet3D) * minor ups * consistent fix-copies. * consistent stuff * fix-copies * add: rest * add: docs. * fix: tests * fix: doc path * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * style up * move to techniques. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for video with freeu * add: slow test for video with freeu * add: slow test for video with freeu * style --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>