yash2907/bart-dialogsum-finetuned

BART DialogSum Fine-Tuned Model

Model Description

This model is a fine-tuned version of facebook/bart-large-cnn trained on the DialogSum dataset for dialogue and meeting summarization.

Intended Use

• Meeting summarization
• Lecture summarization
• Dialogue-based summarization
• RAG-based question answering systems

Training Details

• Base model: facebook/bart-large-cnn
• Dataset: DialogSum
• Training: 1 epoch fine-tuning
• Framework: Hugging Face Transformers

Limitations

• Trained on dialogue-style summaries
• Not intended for long documents without chunking

How to Use

from transformers import BartTokenizer, BartForConditionalGeneration

model = BartForConditionalGeneration.from_pretrained(
    "yash2907/bart-dialogsum-finetuned"
)
tokenizer = BartTokenizer.from_pretrained(
    "yash2907/bart-dialogsum-finetuned"
)