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Add support for new colour T2I adapter model.

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comfyanonymous 2023-03-03 18:58:22 -05:00
parent 9d00235b41
commit 16130c7546
1 changed files with 11 additions and 2 deletions
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13
comfy/sd.py
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@ -612,8 +612,17 @@ class T2IAdapter:
def load_t2i_adapter(ckpt_path, model=None):
t2i_data = load_torch_file(ckpt_path)
cin = t2i_data['conv_in.weight'].shape[1]
model_ad = adapter.Adapter(cin=cin, channels=[320, 640, 1280, 1280][:4], nums_rb=2, ksize=1, sk=True, use_conv=False)
keys = t2i_data.keys()
if "style_embedding" in keys:
pass
# TODO
# model_ad = adapter.StyleAdapter(width=1024, context_dim=768, num_head=8, n_layes=3, num_token=8)
elif "body.0.in_conv.weight" in keys:
cin = t2i_data['body.0.in_conv.weight'].shape[1]
model_ad = adapter.Adapter_light(cin=cin, channels=[320, 640, 1280, 1280], nums_rb=4)
else:
cin = t2i_data['conv_in.weight'].shape[1]
model_ad = adapter.Adapter(cin=cin, channels=[320, 640, 1280, 1280][:4], nums_rb=2, ksize=1, sk=True, use_conv=False)
model_ad.load_state_dict(t2i_data)
return T2IAdapter(model_ad, cin // 64)