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5 Commits (42f6d1ebe2b1f53bf491edeac8ca18fd21a12d37)

Author SHA1 Message Date
comfyanonymous 00c0b2c507 Initialize text encoder to target dtype. 2 years ago
comfyanonymous d6e4b342e6 Support for Control Loras. 
Control loras are controlnets where some of the weights are stored in
"lora" format: an up and a down low rank matrice that when multiplied
together and added to the unet weight give the controlnet weight.

This allows a much smaller memory footprint depending on the rank of the
matrices.

These controlnets are used just like regular ones.
 2 years ago
comfyanonymous bb1f45d6e8 Properly disable weight initialization in clip models. 2 years ago
comfyanonymous 21f04fe632 Disable default weight values in unet conv2d for faster loading. 2 years ago
comfyanonymous 6971646b8b Speed up model loading a bit. 
Default pytorch Linear initializes the weights which is useless and slow.
 2 years ago