Allow model config to preprocess the vae state dict on load.
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@ -448,6 +448,7 @@ def load_checkpoint_guess_config(ckpt_path, output_vae=True, output_clip=True, o
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if output_vae:
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if output_vae:
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vae_sd = comfy.utils.state_dict_prefix_replace(sd, {"first_stage_model.": ""}, filter_keys=True)
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vae_sd = comfy.utils.state_dict_prefix_replace(sd, {"first_stage_model.": ""}, filter_keys=True)
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vae_sd = model_config.process_vae_state_dict(vae_sd)
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vae = VAE(sd=vae_sd)
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vae = VAE(sd=vae_sd)
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if output_clip:
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if output_clip:
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@ -56,6 +56,9 @@ class BASE:
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def process_unet_state_dict(self, state_dict):
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def process_unet_state_dict(self, state_dict):
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return state_dict
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return state_dict
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def process_vae_state_dict(self, state_dict):
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return state_dict
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def process_clip_state_dict_for_saving(self, state_dict):
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def process_clip_state_dict_for_saving(self, state_dict):
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replace_prefix = {"": "cond_stage_model."}
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replace_prefix = {"": "cond_stage_model."}
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return utils.state_dict_prefix_replace(state_dict, replace_prefix)
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return utils.state_dict_prefix_replace(state_dict, replace_prefix)
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