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Maybe you could look at their codes in classifier_free_guidance.py?
I haven't fully understood the situation, but the codes seem to handle the conditional image synthesis problem. Some adaptations could be applied to handle conditional 1D generation.
What steps should I take if I have a condition input using Unet1D?
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