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

2026-01-31 22:01:11 -08:00
parent 873de5f37a
commit f8acd9c402
23 changed files with 1030 additions and 114 deletions
--- a/comfy/sd1_clip.py
+++ b/comfy/sd1_clip.py
@@ -297,7 +297,7 @@ class SDClipModel(torch.nn.Module, ClipTokenWeightEncoder):
        return self(tokens)

    def load_sd(self, sd):
-        return self.transformer.load_state_dict(sd, strict=False)
+        return self.transformer.load_state_dict(sd, strict=False, assign=getattr(self, "can_assign_sd", False))

 def parse_parentheses(string):
    result = []