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clip: support assign load when taking clip from a ckpt
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parent
28dd1c4c1f
commit
cb41b22d23
10
comfy/sd.py
10
comfy/sd.py
@ -290,6 +290,16 @@ class CLIP:
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if full_model:
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return self.cond_stage_model.load_state_dict(sd, strict=False, assign=self.patcher.is_dynamic())
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else:
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can_assign = self.patcher.is_dynamic()
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self.cond_stage_model.can_assign_sd = can_assign
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# The CLIP models are a pretty complex web of wrappers and its
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# a bit of an API change to plumb this all the way through.
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# So spray paint the model with this flag that the loading
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# nn.Module can then inspect for itself.
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for m in self.cond_stage_model.modules():
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m.can_assign_sd = can_assign
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return self.cond_stage_model.load_sd(sd)
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def get_sd(self):
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@ -297,7 +297,7 @@ class SDClipModel(torch.nn.Module, ClipTokenWeightEncoder):
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return self(tokens)
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def load_sd(self, sd):
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return self.transformer.load_state_dict(sd, strict=False)
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return self.transformer.load_state_dict(sd, strict=False, assign=getattr(self, "can_assign_sd", False))
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def parse_parentheses(string):
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result = []
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@ -118,7 +118,7 @@ class LTXAVTEModel(torch.nn.Module):
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sdo = comfy.utils.state_dict_prefix_replace(sd, {"text_embedding_projection.aggregate_embed.weight": "text_embedding_projection.weight", "model.diffusion_model.video_embeddings_connector.": "video_embeddings_connector.", "model.diffusion_model.audio_embeddings_connector.": "audio_embeddings_connector."}, filter_keys=True)
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if len(sdo) == 0:
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sdo = sd
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missing, unexpected = self.load_state_dict(sdo, strict=False)
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missing, unexpected = self.load_state_dict(sdo, strict=False, assign=getattr(self, "can_assign_sd", False))
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missing = [k for k in missing if not k.startswith("gemma3_12b.")] # filter out keys that belong to the main gemma model
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return (missing, unexpected)
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