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* draft Init * draft * vae encode image * make style * image latents preparation * remove image encoder from conversion script * fix minor bugs * make pipeline work * make style * remove debug prints * fix imports * update example * make fix-copies * add fast tests * fix import * update vae * update docs * update image link * apply suggestions from review * apply suggestions from review * add slow test * make use of learned positional embeddings * apply suggestions from review * doc change * Update convert_cogvideox_to_diffusers.py * make style * final changes * make style * fix tests --------- Co-authored-by: Aryan <aryan@huggingface.co>