diff --git a/src/diffusers/pipelines/ltx2/pipeline_ltx2.py b/src/diffusers/pipelines/ltx2/pipeline_ltx2.py
index c662d9c167..b26ccca55c 100644
--- a/src/diffusers/pipelines/ltx2/pipeline_ltx2.py
+++ b/src/diffusers/pipelines/ltx2/pipeline_ltx2.py
@@ -1105,8 +1105,6 @@ class LTX2Pipeline(DiffusionPipeline, FromSingleFileMixin, LTXVideoLoraLoaderMix
             self.transformer_spatial_patch_size,
             self.transformer_temporal_patch_size,
         )
-        prenorm_latents = latents
-        prenorm_audio_latents = audio_latents
         latents = self._denormalize_latents(
             latents, self.vae.latents_mean, self.vae.latents_std, self.vae.config.scaling_factor
         )