[Python] how to load deberta-v3 properly

I am trying to fine tune a DeBERTa model for a regression task, the problem is that when I load the model using this code

from transformers import AutoConfig, AutoTokenizer, AutoModel
## Model Configurations
MODEL_NAME = 'microsoft/deberta-v3-base'

config = AutoConfig.from_pretrained(MODEL_NAME) ## Configuration loaded from AutoConfig
tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME) ## Tokenizer loaded from AutoTokenizer


I get a KeyError

Traceback (most recent call last)
<ipython-input-23-62561c3f4e7b> in <module>
3 MODEL_NAME = 'microsoft/deberta-v3-base'
4
----> 5 config = AutoConfig.from_pretrained(MODEL_NAME) ## Configuration loaded from AutoConfig
6 tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME) ## Tokenizer loaded from AutoTokenizer

/usr/lib/python3.8/dist-packages/transformers/models/auto/configuration_auto.py in from_pretrained(cls, pretrained_model_name_or_path, **kwargs)
350
351 if "model_type" in config_dict:
--> 352 config_class = CONFIG_MAPPING[config_dict["model_type"]]
353 return config_class.from_dict(config_dict, **kwargs)
354 else:

KeyError: 'deberta-v2'


what can be the problem? I am using transformers version 4.31.0

Continue reading...