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Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading (#11845)

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rattus
2026-01-31 22:01:11 -08:00
committed by GitHub
parent 873de5f37a
commit f8acd9c402
23 changed files with 1030 additions and 114 deletions
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comfy/text_encoders/lt.py
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@@ -125,7 +125,7 @@ class LTXAVTEModel(torch.nn.Module):
for prefix, component in [("text_embedding_projection.", self.text_embedding_projection), ("video_embeddings_connector.", self.video_embeddings_connector), ("audio_embeddings_connector.", self.audio_embeddings_connector)]:
component_sd = {k.replace(prefix, ""): v for k, v in sdo.items() if k.startswith(prefix)}
if component_sd:
missing, unexpected = component.load_state_dict(component_sd, strict=False)
missing, unexpected = component.load_state_dict(component_sd, strict=False, assign=getattr(self, "can_assign_sd", False))
missing_all.extend([f"{prefix}{k}" for k in missing])
unexpected_all.extend([f"{prefix}{k}" for k in unexpected])