 as follows:   Copied -pipe.enable_model_cpu_offload()
-frames = pipe(image, decode_chunk_size=8, generator=generator).frames[0]
+pipe.enable_model_cpu_offload()
+pipe.unet.enable_forward_chunking()
+frames = pipe(image, decode_chunk_size=2, generator=generator, num_frames=25).frames[0] Including all these tricks should lower the memory requirement to less than 8GB VRAM.  Micro-conditioning Along with conditioning image Stable Diffusion Video a