Errors in `Train with Datasets` Tensorflow code section on Huggingface.co
{'login': 'blackhat-coder', 'id': 57095771, 'node_id': 'MDQ6VXNlcjU3MDk1Nzcx', 'avatar_url': 'https://avatars.githubusercontent.com/u/57095771?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/blackhat-coder', 'html_url': 'https://github.com/blackhat-coder', 'followers_url': 'https://api.github.com/users/blackhat-coder/followers', 'following_url': 'https://api.github.com/users/blackhat-coder/following{/other_user}', 'gists_url': 'https://api.github.com/users/blackhat-coder/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/blackhat-coder/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/blackhat-coder/subscriptions', 'organizations_url': 'https://api.github.com/users/blackhat-coder/orgs', 'repos_url': 'https://api.github.com/users/blackhat-coder/repos', 'events_url': 'https://api.github.com/users/blackhat-coder/events{/privacy}', 'received_events_url': 'https://api.github.com/users/blackhat-coder/received_events', 'type': 'User', 'site_admin': False}
[{'id': 1935892857, 'node_id': 'MDU6TGFiZWwxOTM1ODkyODU3', 'url': 'https://api.github.com/repos/huggingface/datasets/labels/bug', 'name': 'bug', 'color': 'd73a4a', 'default': True, 'description': "Something isn't working"}]
{'login': 'albertvillanova', 'id': 8515462, 'node_id': 'MDQ6VXNlcjg1MTU0NjI=', 'avatar_url': 'https://avatars.githubusercontent.com/u/8515462?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/albertvillanova', 'html_url': 'https://github.com/albertvillanova', 'followers_url': 'https://api.github.com/users/albertvillanova/followers', 'following_url': 'https://api.github.com/users/albertvillanova/following{/other_user}', 'gists_url': 'https://api.github.com/users/albertvillanova/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/albertvillanova/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/albertvillanova/subscriptions', 'organizations_url': 'https://api.github.com/users/albertvillanova/orgs', 'repos_url': 'https://api.github.com/users/albertvillanova/repos', 'events_url': 'https://api.github.com/users/albertvillanova/events{/privacy}', 'received_events_url': 'https://api.github.com/users/albertvillanova/received_events', 'type': 'User', 'site_admin': False}
[{'login': 'albertvillanova', 'id': 8515462, 'node_id': 'MDQ6VXNlcjg1MTU0NjI=', 'avatar_url': 'https://avatars.githubusercontent.com/u/8515462?v=4', 'gravatar_id': '', 'url': 'https://api.github.com/users/albertvillanova', 'html_url': 'https://github.com/albertvillanova', 'followers_url': 'https://api.github.com/users/albertvillanova/followers', 'following_url': 'https://api.github.com/users/albertvillanova/following{/other_user}', 'gists_url': 'https://api.github.com/users/albertvillanova/gists{/gist_id}', 'starred_url': 'https://api.github.com/users/albertvillanova/starred{/owner}{/repo}', 'subscriptions_url': 'https://api.github.com/users/albertvillanova/subscriptions', 'organizations_url': 'https://api.github.com/users/albertvillanova/orgs', 'repos_url': 'https://api.github.com/users/albertvillanova/repos', 'events_url': 'https://api.github.com/users/albertvillanova/events{/privacy}', 'received_events_url': 'https://api.github.com/users/albertvillanova/received_events', 'type': 'User', 'site_admin': False}]
Hi @blackhat-coder, thanks for reporting.

Please note that the `transformers` library updated their data collators API last year (version 4.10.0):
- huggingface/transformers#13105

now requiring to pass `return_tensors` argument at Data Collator instantiation.

And therefore, we also updated in the `datasets` library documentation all the examples using `transformers` data collators.

If you would like to follow our examples, please update your installed `transformers` version:
```
pip install -U transformers
```
## Describe the bug
Hi
### Error 1
Running the Tensforlow code on [Huggingface](https://huggingface.co/docs/datasets/use_dataset) gives a TypeError: __init__() got an unexpected keyword argument 'return_tensors' 
### Error 2
`DataCollatorWithPadding` isn't imported

## Steps to reproduce the bug
```python
import tensorflow as tf
from datasets import load_dataset
from transformers import AutoTokenizer
dataset = load_dataset('glue', 'mrpc', split='train')
tokenizer = AutoTokenizer.from_pretrained('bert-base-cased')
dataset = dataset.map(lambda e: tokenizer(e['sentence1'], truncation=True, padding='max_length'), batched=True)
data_collator = DataCollatorWithPadding(tokenizer=tokenizer, return_tensors="tf")
train_dataset = dataset["train"].to_tf_dataset(
  columns=['input_ids', 'token_type_ids', 'attention_mask', 'label'],
  shuffle=True,
  batch_size=16,
  collate_fn=data_collator,
)
```
This is the same code on Huggingface.co

## Actual results
TypeError: __init__() got an unexpected keyword argument 'return_tensors'

## Environment info
- `datasets` version: 2.0.0
- Platform: Windows-10-10.0.19044-SP0
- Python version: 3.9.7
- PyArrow version: 6.0.0
- Pandas version: 1.4.1
> 
{'url': 'https://api.github.com/repos/huggingface/datasets/issues/4084/reactions', 'total_count': 0, '+1': 0, '-1': 0, 'laugh': 0, 'hooray': 0, 'confused': 0, 'heart': 0, 'rocket': 0, 'eyes': 0}