Dataloader getitem not working for DreamboothDatasets
COLLABORATOR
Hi! 

> (see example of DreamboothDatasets)


Could you please provide a link to it?  If you are referring to the example in the `diffusers` repo, your issue is unrelated to `datasets` as that example uses `Dataset` from PyTorch to load data.
2023-03-05T16:12:13Z
https://github.com/huggingface/datasets/issues/5600#issuecomment-1455134352
https://api.github.com/repos/huggingface/datasets/issues/5600
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2023-03-05T16:12:13Z
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### Describe the bug

 Dataloader getitem is not working as before (see example of [DreamboothDatasets](https://github.com/huggingface/peft/blob/main/examples/lora_dreambooth/train_dreambooth.py#L451C14-L529))
moving Datasets to 2.8.0 solved the issue.

### Steps to reproduce the bug

1- using DreamBoothDataset to load some images 
2- error after loading when trying to visualise the images 

### Expected behavior

I was expecting a numpy array of the image

### Environment info

- Platform: Linux-5.10.147+-x86_64-with-glibc2.29
- Python version: 3.8.10
- PyArrow version: 9.0.0
- Pandas version: 1.3.5