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Todo fix the issue with the conditioning we do not re adjust the values into the model.
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@@ -813,7 +813,7 @@ class Trainer:
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noisy_latents = noisy_latents.to(target_video_latents.dtype)
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# add pose information to both channels
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pose_noisy_latents = noisy_latents + pose_video_latents["latents"]
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pose_noisy_latents = noisy_latents
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pose_img_ref_latents = img_refs_latents["latents"] + pose_video_latents["latents"]
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# expand channel information # B x 2C latent will be projected to adapter to scale it back to 128d using adapter.
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