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Support lora keys with lora_prior_unet_ and lora_prior_te_

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comfyanonymous 2024-02-23 12:21:20 -05:00
parent e1cb93c383
commit 1e5f0f66be
1 changed files with 3 additions and 0 deletions
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comfy/lora.py
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@ -197,6 +197,8 @@ def model_lora_keys_clip(model, key_map={}):
key_map[lora_key] = k key_map[lora_key] = k
lora_key = "text_encoder.text_model.encoder.layers.{}.{}".format(b, c) #diffusers lora lora_key = "text_encoder.text_model.encoder.layers.{}.{}".format(b, c) #diffusers lora
key_map[lora_key] = k key_map[lora_key] = k
lora_key = "lora_prior_te_text_model_encoder_layers_{}_{}".format(b, LORA_CLIP_MAP[c]) #cascade lora: TODO put lora key prefix in the model config
key_map[lora_key] = k
return key_map return key_map
@ -207,6 +209,7 @@ def model_lora_keys_unet(model, key_map={}):
if k.startswith("diffusion_model.") and k.endswith(".weight"): if k.startswith("diffusion_model.") and k.endswith(".weight"):
key_lora = k[len("diffusion_model."):-len(".weight")].replace(".", "_") key_lora = k[len("diffusion_model."):-len(".weight")].replace(".", "_")
key_map["lora_unet_{}".format(key_lora)] = k key_map["lora_unet_{}".format(key_lora)] = k
key_map["lora_prior_unet_{}".format(key_lora)] = k #cascade lora: TODO put lora key prefix in the model config
diffusers_keys = comfy.utils.unet_to_diffusers(model.model_config.unet_config) diffusers_keys = comfy.utils.unet_to_diffusers(model.model_config.unet_config)
for k in diffusers_keys: for k in diffusers_keys: