Rick W / Wednesday, March 12, 2025 / Categories: Artificial Intelligence Text Summarization with DistillBart Model This tutorial is in two parts; they are: • Using DistilBart for Summarization • Improving the Summarization Process Let's start with a fundamental implementation that demonstrates the key concepts of text summarization with DistilBart: import torch from transformers import AutoTokenizer, AutoModelForSeq2SeqLM class TextSummarizer: def __init__(self, model_name="sshleifer/distilbart-cnn-12-6"): """Initialize the summarizer with a pre-trained model. Previous Article Text Generation using Contrastive Search with GPT-2 Model Next Article Understanding the DistilBart Model and ROUGE Metric Print 5