How to use Distill-BERT with different datasets?

[sauravtii]

System Info

• transformers version: 4.11.3
• Platform: Linux-5.4.0-58-generic-x86_64-with-glibc2.29
• Python version: 3.8.10
• PyTorch version (GPU?): 1.12.0+cu102 (True)
• Tensorflow version (GPU?): 2.10.0 (True)
• Flax version (CPU?/GPU?/TPU?): not installed (NA)
• Jax version: not installed
• JaxLib version: not installed
• Using GPU in script?:
• Using distributed or parallel set-up in script?:

Who can help?

@ArthurZucker @younesbelkada @sgugger

Information

• [ ] The official example scripts
• [ ] My own modified scripts

Tasks

• [ ] An officially supported task in the examples folder (such as GLUE/SQuAD, ...)
• [ ] My own task or dataset (give details below)

Reproduction

I recently read this and was wondering how to use distill-BERT (which is pre-trained with imdb dataset) with a different dataset (for eg. this dataset)?

Expected behavior

Distill-BERT should work with different datasets.

[amyeroberts]

Closing this issue as it's a repeat of #22817