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Support diffusers format t2i adapters.

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comfyanonymous 2023-09-08 11:36:51 -04:00
parent ff962098fd
commit 1e6b67101c
1 changed files with 11 additions and 3 deletions
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14
comfy/controlnet.py
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@ -449,10 +449,18 @@ class T2IAdapter(ControlBase):
return c
def load_t2i_adapter(t2i_data):
keys = t2i_data.keys()
if 'adapter' in keys:
if 'adapter' in t2i_data:
t2i_data = t2i_data['adapter']
keys = t2i_data.keys()
if 'adapter.body.0.resnets.0.block1.weight' in t2i_data: #diffusers format
prefix_replace = {}
for i in range(4):
for j in range(2):
prefix_replace["adapter.body.{}.resnets.{}.".format(i, j)] = "body.{}.".format(i * 2 + j)
prefix_replace["adapter.body.{}.".format(i, j)] = "body.{}.".format(i * 2)
prefix_replace["adapter."] = ""
t2i_data = comfy.utils.state_dict_prefix_replace(t2i_data, prefix_replace)
keys = t2i_data.keys()
if "body.0.in_conv.weight" in keys:
cin = t2i_data['body.0.in_conv.weight'].shape[1]
model_ad = comfy.t2i_adapter.adapter.Adapter_light(cin=cin, channels=[320, 640, 1280, 1280], nums_rb=4)