Text classification on a custom dataset using Huggingface Trainer🤗

By defining the TrainingArguments and instantiating the Trainer, we can create a model to fine-tune DistilBert on the prepared dataset. As part of fine-tuning with minimal changes to the DistilBert, we will be training the classifier(Feed-forward neural network softmax).