AI & LLMs
Sentiment Analysis from Text
Fine-tuned bert-base-uncased model on IMDB Movie Reviews dataset for binary sentiment classification using learning-rate warm-up and dropout tuning.
Key Architectural & System Features
Fine-tuned bert-base-uncased model for binary sentiment classification
Tokenized text using BERT WordPiece tokenizer
Improved generalization through learning-rate warm-up and dropout tuning
Technologies & Tools Stack
BERTHugging Face TransformersIMDB DatasetPyTorch