Latest huggingface transformers version breaking nlp modules
Thanks for informing us of this ! Pr https://github.com/NVIDIA/NeMo/pull/9261 was just merged into 2.0 RC 1 branch. 

For main, we will try to either patch it or also pin HF temporarily while we cleanup the NLP domain  Thanks @titu1994. Should the issue not stay open until main gets fixed though? pr to main is here: https://github.com/NVIDIA/NeMo/pull/9273, we'll merge once ci passes
 Oh it auto closed due to pr link, opening it again  PR to main is merged. Still broken... still broken Works for me with `pip install transformers==4.40.0`. @mbugert thanks bro it works for me with. bro can you give me some resources about rag implementation with nemo. we are not able to find still broken > still broken

you can fix it by explicitly installing the following version of transformers in advance: pip install transformers==4.40.0

**Describe the bug**

The latest version of transformers ([4.41.0](https://github.com/huggingface/transformers/releases/tag/v4.41.0)) breaks MegatronGPTModel. That is because of [this commit](https://github.com/huggingface/transformers/commit/297b732bdf25ca60df7ea624f06826f5b14aa6c8) which removes the `ALBERT_PRETRAINED_MODEL_ARCHIVE_LIST` constant which is used by the `huggingface_utils.py` module [here](https://github.com/NVIDIA/NeMo/blob/d7bb40364c17bf322004539f851cc83df4c4c2b7/nemo/collections/nlp/modules/common/huggingface/huggingface_utils.py#L19). This `huggingface_utils.py` is an indirect dependency of [nemo](https://github.com/NVIDIA/NeMo/tree/main/nemo)/[collections](https://github.com/NVIDIA/NeMo/tree/main/nemo/collections)/[nlp](https://github.com/NVIDIA/NeMo/tree/main/nemo/collections/nlp). 

**Steps/Code to reproduce bug**

```bash
git clone https://github.com/NVIDIA/NeMo.git
cd Nemo
python3 -m venv .
source bin/activate
pip install -r requirements/requirements_common.txt
pip install -r requirements/requirements_lightning.txt
pip install -r requirements/requirements_nlp.txt
python -c 'from nemo.collections.nlp.models.language_modeling.megatron_gpt_model import MegatronGPTModel'
```

Output:
```
[NeMo W 2024-05-22 04:24:07 nemo_logging:393] /NeMo/nemo/collections/nlp/modules/common/bert_module.py:57: SyntaxWarning: invalid escape sequence '\.'
      m = re.match("^bert.*?\.", list(pretrained_dict.keys())[0])

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/NeMo/nemo/collections/nlp/__init__.py", line 15, in <module>
    from nemo.collections.nlp import data, losses, models, modules
  File "/NeMo/nemo/collections/nlp/data/__init__.py", line 42, in <module>
    from nemo.collections.nlp.data.zero_shot_intent_recognition.zero_shot_intent_dataset import (
  File "/NeMo/nemo/collections/nlp/data/zero_shot_intent_recognition/__init__.py", line 16, in <module>
    from nemo.collections.nlp.data.zero_shot_intent_recognition.zero_shot_intent_dataset import (
  File "/NeMo/nemo/collections/nlp/data/zero_shot_intent_recognition/zero_shot_intent_dataset.py", line 30, in <module>
    from nemo.collections.nlp.parts.utils_funcs import tensor2list
  File "/NeMo/nemo/collections/nlp/parts/__init__.py", line 17, in <module>
    from nemo.collections.nlp.parts.utils_funcs import list2str, tensor2list
  File "/NeMo/nemo/collections/nlp/parts/utils_funcs.py", line 37, in <module>
    from nemo.collections.nlp.modules.common.megatron.utils import erf_gelu
  File "/NeMo/nemo/collections/nlp/modules/__init__.py", line 16, in <module>
    from nemo.collections.nlp.modules.common import (
  File "/NeMo/nemo/collections/nlp/modules/common/__init__.py", line 18, in <module>
    from nemo.collections.nlp.modules.common.huggingface import (
  File "/NeMo/nemo/collections/nlp/modules/common/huggingface/__init__.py", line 19, in <module>
    from nemo.collections.nlp.modules.common.huggingface.huggingface_utils import (
  File "/NeMo/nemo/collections/nlp/modules/common/huggingface/huggingface_utils.py", line 18, in <module>
    from transformers import (
ImportError: cannot import name 'ALBERT_PRETRAINED_MODEL_ARCHIVE_LIST' from 'transformers' (/NeMo/lib/python3.12/site-packages/transformers/__init__.py)
```

**Expected behavior**

Importing MegatronGPTModel (or other classes from these modules) should not fail. 

**Environment details**

- Environment location: Cloud AWS
- Method of NeMo install: from source
- OS version: `5.10.216-182.855.amzn2int.x86_64`
- PyTorch version: `2.3.0+cu121`
- Python version: `Python 3.12.3`

