Use the hook method provided by ComfyUI to inject the patch, solve some compatibility issues of ComfyUI

[lldacing]

1. Use the hook method provided by ComfyUI to inject the patch
2. Fixed the memory leak warning issue when executing workflow multiple times
   Potential memory leak detected with model BaseModel, doing a full garbage collect, for maximum performance avoid circular references in the model code.
   WARNING, memory leak with model BaseModel. Please make sure it is not being referenced from somewhere.
3. Solve the following compatibility issues of ComfyUI
   Loading Ksampler error <The size of tensor a (640) must match the size of tensor b (320) at non-singleton dimension 1> #152
   The version on September 5th works fine, but the subsequent versions give an error. #153
   The size of tensor a (640) must match the size of tensor b (320) at non-singleton dimension 1 #154
   gguf not work: The size of tensor a (640) must match the size of tensor b (320) at non-singleton dimension 1 #158
   RuntimeError: The size of tensor a (640) must match the size of tensor b (320) at non-singleton dimension 1  #136
   Support for SamplerCustomAdvanced? #134
   'NoneType' object has no attribute 'model' #163

[xueqing0622]

hi, lldacing ,gguf still not work,
#158

[lldacing]

hi, lldacing ,gguf still not work, #158

Please modify file brushnet_nodes.py, I think it will be work. (I haven't tested)

    if model.model.model_config.custom_operations is None:
        fp8 = model.model.model_config.optimizations.get("fp8", model.model.model_config.scaled_fp8 is not None)
        operations = comfy.ops.pick_operations(model.model.model_config.unet_config.get("dtype", None), model.model.manual_cast_dtype,
                                               fp8_optimizations=fp8, scaled_fp8=model.model.model_config.scaled_fp8)
    else:
        operations = model.model.model_config.custom_operations

[xueqing0622]

hi, lldacing ,gguf still not work, #158

Please modify file brushnet_nodes.py, I think it will be work. (I haven't tested)

    if model.model.model_config.custom_operations is None:
        fp8 = model.model.model_config.optimizations.get("fp8", model.model.model_config.scaled_fp8 is not None)
        operations = comfy.ops.pick_operations(model.model.model_config.unet_config.get("dtype", None), model.model.manual_cast_dtype,
                                               fp8_optimizations=fp8, scaled_fp8=model.model.model_config.scaled_fp8)
    else:
        operations = model.model.model_config.custom_operations

It works , thx lldacing, very cool!

[kadirnar]

This worked for me. Thanks ❤️

[buy3601223]

出现这个问题：'NoneType' object is not subscriptable ,无解了