Whisper should suppress task tokens
### System Info

- `transformers` version: 4.27.4
- Platform: Linux-5.19.0-38-generic-x86_64-with-glibc2.35
- Python version: 3.10.6
- Huggingface_hub version: 0.13.3
- PyTorch version (GPU?): 2.0.0+cu117 (True)

### Who can help?

@ArthurZucker @sanchit-gandhi 

### Information

- [ ] The official example scripts
- [X] My own modified scripts

### Tasks

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

### Reproduction

I'm not sure if it is the best place to report the issue, but openai/whisper updated the default list of suppressed tokens in [this commit](https://github.com/openai/whisper/commit/eab8d920edf3947294c466f3912c24ed4b191264). In particular the task tokens should now be suppressed by default:

```python
>>> import transformers
>>> config = transformers.AutoConfig.from_pretrained("openai/whisper-tiny")
>>> tokenizer = transformers.AutoTokenizer.from_pretrained("openai/whisper-tiny")
>>> tokenizer.convert_tokens_to_ids("<|transcribe|>") in config.suppress_tokens
False
>>> tokenizer.convert_tokens_to_ids("<|translate|>") in config.suppress_tokens
False
```

### Expected behavior

The default list of suppressed tokens should be match the list in the reference implementation.

All Whisper configurations should be updated accordingly.
Nice! You indeed reported this to the correct place, thanks for this catch. We should update the model! <|||||>Great catch! Would you like to open some PR's on the HF Hub to fix these `suppress_tokens` lists @guillaumekln? E.g. for the `tiny` model we need to update the list of `suppress_tokens` in the generation config: https://huggingface.co/openai/whisper-tiny/blob/a8d76517e6d65d92771752dbbf5e9c0a1a5b3a0d/generation_config.json#L126<|||||>Sure, I just opened pull requests for all Whisper models on the Hub. I updated both `config.json` and `generation_config.json` in separate PRs.<|||||>Thank you for the Hub PRs @guillaumekln, very clean! They all looked correct so have merged them on the Hub side 👍 Closing as complete!