Fine-tuned DistilBERT Uncased language model for emotion classification

Notebook Includes

• Exploratory data analysis.
• Exploring different tokenization strategies.
• Training a classifier head using logistic regression.
• Finetuning the language model.
• Evaluating finetuning option and training classifier head option.

Datasets

You can find the datasets used in the notebook here:

• Emotions dataset

Finetuned model

You can find and use the finetuned model here:

• DistilBERT finetuned