How can you load and fine-tune a pretrained language model using Hugging Face Transformers

Question

Can you tell me how to load and fine-tune a pre-trained language model using Hugging Face Transformers?

Answer 1

You can load and fine-tune a pre-trained language model using Hugging Face Transformers by referring to the code snippet:

In the above code we are using Model & Tokenizer which uses AutoModelForSequenceClassification and AutoTokenizer for flexibility, Dataset which uses the datasets library to load and preprocess data and Trainer which simplifies fine-tuning with training arguments like batch size and learning rate.

Hence, this approach is effective for tasks like text classification or sentiment analysis.