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dongzhuoyao avatar stefan-baumann avatar zijiny avatar

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attribute-control's Issues

Errors in Learning-based Method

Thanks for your excellent work! But when I run the Learning-based Method, I met following errors:

[2024-04-02 16:40:02,359][__main__][INFO] - Starting optimization...
Optimizing:   0%|                                                                                                                                                                                              | 0/1000 [02:46<?, ?it/s]
Error executing job with overrides: ['device=cuda:0', 'model=sd15', 'prompts=people/age']
Traceback (most recent call last):
  File "/home/yinzijin/attribute-control/learn_delta.py", line 81, in main
    eps_p = model.predict_eps(prompts_embedded['prompt_positive'], x_t, t_relative).unsqueeze(0)
  File "/home/yinzijin/attribute-control/attribute_control/model/model.py", line 223, in predict_eps
    return self._get_eps_pred(t, start_sample, self.pipe.unet(start_sample, t, encoder_hidden_states=self._get_pipe_kwargs(embs, embs_neg=None, start_sample=None)['prompt_embeds']).sample)
  File "/home/yinzijin/attribute-control/attribute_control/model/model.py", line 164, in _get_eps_pred
    return (sample - beta_prod_t ** (0.5) * model_output) / alpha_prod_t ** (0.5)
RuntimeError: The size of tensor a (2) must match the size of tensor b (64) at non-singleton dimension 3

I have tried sdxl and sd15, but the error remains. My environment is:

torch                     2.2.0+cu121
torchvision               0.17.0+cu121
diffusers                 0.27.2
accelerate                0.28.0

Do you have any ideas on how to fix this ?

ComfyUI please?

Looks very good for the imag editing,thanks for your Excellent work.
Do you have plans for launching ComfyUI nodes?

Real image editing

This is great! Do you plant to implement support for real image editing?

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