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Some cleanups to how the text encoders are loaded.

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comfyanonymous
2024-02-19 10:29:18 -05:00
parent dbe0979b3f
commit d91f45ef28
3 changed files with 32 additions and 28 deletions
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31
comfy/supported_models.py
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@@ -40,8 +40,8 @@ class SD15(supported_models_base.BASE):
state_dict['cond_stage_model.transformer.text_model.embeddings.position_ids'] = ids.round()
replace_prefix = {}
replace_prefix["cond_stage_model."] = "cond_stage_model.clip_l."
state_dict = utils.state_dict_prefix_replace(state_dict, replace_prefix)
replace_prefix["cond_stage_model."] = "clip_l."
state_dict = utils.state_dict_prefix_replace(state_dict, replace_prefix, filter_keys=True)
return state_dict
def process_clip_state_dict_for_saving(self, state_dict):
@@ -72,10 +72,10 @@ class SD20(supported_models_base.BASE):
def process_clip_state_dict(self, state_dict):
replace_prefix = {}
replace_prefix["conditioner.embedders.0.model."] = "cond_stage_model.model." #SD2 in sgm format
state_dict = utils.state_dict_prefix_replace(state_dict, replace_prefix)
state_dict = utils.transformers_convert(state_dict, "cond_stage_model.model.", "cond_stage_model.clip_h.transformer.text_model.", 24)
replace_prefix["conditioner.embedders.0.model."] = "clip_h." #SD2 in sgm format
replace_prefix["cond_stage_model.model."] = "clip_h."
state_dict = utils.state_dict_prefix_replace(state_dict, replace_prefix, filter_keys=True)
state_dict = utils.transformers_convert(state_dict, "clip_h.", "clip_h.transformer.text_model.", 24)
return state_dict
def process_clip_state_dict_for_saving(self, state_dict):
@@ -131,11 +131,10 @@ class SDXLRefiner(supported_models_base.BASE):
def process_clip_state_dict(self, state_dict):
keys_to_replace = {}
replace_prefix = {}
replace_prefix["conditioner.embedders.0.model."] = "clip_g."
state_dict = utils.state_dict_prefix_replace(state_dict, replace_prefix, filter_keys=True)
state_dict = utils.transformers_convert(state_dict, "conditioner.embedders.0.model.", "cond_stage_model.clip_g.transformer.text_model.", 32)
keys_to_replace["conditioner.embedders.0.model.text_projection"] = "cond_stage_model.clip_g.text_projection"
keys_to_replace["conditioner.embedders.0.model.logit_scale"] = "cond_stage_model.clip_g.logit_scale"
state_dict = utils.transformers_convert(state_dict, "clip_g.", "clip_g.transformer.text_model.", 32)
state_dict = utils.state_dict_key_replace(state_dict, keys_to_replace)
return state_dict
@@ -179,13 +178,13 @@ class SDXL(supported_models_base.BASE):
keys_to_replace = {}
replace_prefix = {}
replace_prefix["conditioner.embedders.0.transformer.text_model"] = "cond_stage_model.clip_l.transformer.text_model"
state_dict = utils.transformers_convert(state_dict, "conditioner.embedders.1.model.", "cond_stage_model.clip_g.transformer.text_model.", 32)
keys_to_replace["conditioner.embedders.1.model.text_projection"] = "cond_stage_model.clip_g.text_projection"
keys_to_replace["conditioner.embedders.1.model.text_projection.weight"] = "cond_stage_model.clip_g.text_projection"
keys_to_replace["conditioner.embedders.1.model.logit_scale"] = "cond_stage_model.clip_g.logit_scale"
replace_prefix["conditioner.embedders.0.transformer.text_model"] = "clip_l.transformer.text_model"
replace_prefix["conditioner.embedders.1.model."] = "clip_g."
state_dict = utils.state_dict_prefix_replace(state_dict, replace_prefix, filter_keys=True)
state_dict = utils.transformers_convert(state_dict, "clip_g.", "clip_g.transformer.text_model.", 32)
keys_to_replace["clip_g.text_projection.weight"] = "clip_g.text_projection"
state_dict = utils.state_dict_prefix_replace(state_dict, replace_prefix)
state_dict = utils.state_dict_key_replace(state_dict, keys_to_replace)
return state_dict