LoRA text2image fine-tuning - none

These are LoRA adaption weights for stable-diffusion-v1-5/stable-diffusion-v1-5. The weights were fine-tuned for forgetting ../PEM_composition_img_gen/assets/imagenette_splits/n03888257/train_forget dataset, while retaining ../PEM_composition_img_gen/assets/imagenette_splits/n03888257/train_retain. You can find some example images in the following.

img img img ![img](images/Naruto in a forest.png) ![img](images/A naruto character in front of a traditional Japanese house.png) ![img](images/A man in a forest.png) ![img](images/A person in front of a traditional Japanese house.png)

Intended uses & limitations

How to use

# TODO: add an example code snippet for running this diffusion pipeline

Limitations and bias

[TODO: provide examples of latent issues and potential remediations]

Training details

[TODO: describe the data used to train the model]

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Evaluation results

  • ForgetSet clip score of original model mean (~↑) on Forget set
    self-reported
    30.693
  • ForgetSet clip score of original model std (~↓) on Forget set
    self-reported
    2.767
  • ForgetSet clip score of learned model mean (~↑) on Forget set
    self-reported
    25.284
  • ForgetSet clip score of learned model std (~↓) on Forget set
    self-reported
    3.718
  • ForgetSet clip score of unlearned model mean (↓) on Forget set
    self-reported
    30.318
  • ForgetSet clip score of unlearned model std (~↓) on Forget set
    self-reported
    2.751
  • ForgetSet clip score difference between learned and unlearned mean (↑) on Forget set
    self-reported
    -5.034
  • ForgetSet clip score difference between learned and unlearned std (~↓) on Forget set
    self-reported
    4.003
  • ForgetSet clip score difference between original and unlearned mean (↑) on Forget set
    self-reported
    0.374
  • ForgetSet clip score difference between original and unlearned std (~↓) on Forget set
    self-reported
    3.254