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fix: ltxv crop guides works with 0 keyframes (#7085)
This patch fixes a bug in LTXVCropGuides when the latent has no keyframes. Additionally, the first frame is always added as a keyframe. Co-authored-by: Andrew Kvochko <a.kvochko@lightricks.com>
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@ -194,11 +194,6 @@ class LTXVAddGuide:
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frame_idx, latent_idx = self.get_latent_index(positive, latent_length, frame_idx, scale_factors)
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assert latent_idx + t.shape[2] <= latent_length, "Conditioning frames exceed the length of the latent sequence."
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if frame_idx == 0:
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latent_image, noise_mask = self.replace_latent_frames(latent_image, noise_mask, t, latent_idx, strength)
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return (positive, negative, {"samples": latent_image, "noise_mask": noise_mask},)
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num_prefix_frames = min(self._num_prefix_frames, t.shape[2])
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positive, negative, latent_image, noise_mask = self.append_keyframe(
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@ -252,6 +247,8 @@ class LTXVCropGuides:
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noise_mask = get_noise_mask(latent)
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_, num_keyframes = get_keyframe_idxs(positive)
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if num_keyframes == 0:
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return (positive, negative, {"samples": latent_image, "noise_mask": noise_mask},)
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latent_image = latent_image[:, :, :-num_keyframes]
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noise_mask = noise_mask[:, :, :-num_keyframes]
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