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* transformer * make style & make fix-copies * transformer * add transformer tests * 80% vae * make style * make fix-copies * fix * undo cogvideox changes * update * update * match vae * add docs * t2v pipeline working; scheduler needs to be checked * docs * add pipeline test * update * update * make fix-copies * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update * copy t2v to i2v pipeline * update * apply review suggestions * update * make style * remove framewise encoding/decoding * pack/unpack latents * image2video * update * make fix-copies * update * update * rope scale fix * debug layerwise code * remove debug * Apply suggestions from code review Co-authored-by: YiYi Xu <yixu310@gmail.com> * propagate precision changes to i2v pipeline * remove downcast * address review comments * fix comment * address review comments * [Single File] LTX support for loading original weights (#10135) * from original file mixin for ltx * undo config mapping fn changes * update * add single file to pipelines * update docs * Update src/diffusers/models/autoencoders/autoencoder_kl_ltx.py * Update src/diffusers/models/autoencoders/autoencoder_kl_ltx.py * rename classes based on ltx review * point to original repository for inference * make style * resolve conflicts correctly --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by: YiYi Xu <yixu310@gmail.com>