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a1816166 - Cosmos Transfer2.5 inference pipeline: general/{seg, depth, blur, edge} (#13066)

Cosmos Transfer2.5 inference pipeline: general/{seg, depth, blur, edge} (#13066) * initial conversion script * cosmos control net block * CosmosAttention * base model conversion * wip * pipeline updates * convert controlnet * pipeline: working without controls * wip * debugging * Almost working * temp * control working * cleanup + detail on neg_encoder_hidden_states * convert edge * pos emb for control latents * convert all chkpts * resolve TODOs * remove prints * Docs * add siglip image reference encoder * Add unit tests * controlnet: add duplicate layers * Additional tests * skip less * skip less * remove image_ref * minor * docs * remove skipped test in transfer * Don't crash process * formatting * revert some changes * remove skipped test * make style * Address comment + fix example * CosmosAttnProcessor2_0 revert + CosmosAttnProcessor2_5 changes * make style * make fix-copies