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Support OneTrainer SD3 lora format.

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comfyanonymous 2024-06-22 13:08:04 -04:00
parent 4ef1479dcd
commit 2f360ae898
1 changed files with 13 additions and 1 deletions
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14
comfy/lora.py
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@ -218,12 +218,21 @@ def model_lora_keys_clip(model, key_map={}):
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 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 key_map[lora_key] = k
for k in sdk: #OneTrainer SD3 lora
if k.startswith("t5xxl.transformer.") and k.endswith(".weight"):
l_key = k[len("t5xxl.transformer."):-len(".weight")]
lora_key = "lora_te3_{}".format(l_key.replace(".", "_"))
key_map[lora_key] = k
k = "clip_g.transformer.text_projection.weight" k = "clip_g.transformer.text_projection.weight"
if k in sdk: if k in sdk:
key_map["lora_prior_te_text_projection"] = k #cascade lora? key_map["lora_prior_te_text_projection"] = k #cascade lora?
# key_map["text_encoder.text_projection"] = k #TODO: check if other lora have the text_projection too # key_map["text_encoder.text_projection"] = k #TODO: check if other lora have the text_projection too
# key_map["lora_te_text_projection"] = k key_map["lora_te2_text_projection"] = k #OneTrainer SD3 lora
k = "clip_l.transformer.text_projection.weight"
if k in sdk:
key_map["lora_te1_text_projection"] = k #OneTrainer SD3 lora, not necessary but omits warning
return key_map return key_map
@ -262,4 +271,7 @@ def model_lora_keys_unet(model, key_map={}):
key_lora = "base_model.model.{}".format(k[:-len(".weight")]) #format for flash-sd3 lora and others? key_lora = "base_model.model.{}".format(k[:-len(".weight")]) #format for flash-sd3 lora and others?
key_map[key_lora] = to key_map[key_lora] = to
key_lora = "lora_transformer_{}".format(k[:-len(".weight")].replace(".", "_")) #OneTrainer lora
key_map[key_lora] = to
return key_map return key_map