samsum-dataset

There are 0 repository under samsum-dataset topic.

/ Dialogue-Summarizer
Dialogue Summarization application hosted using AWS and CICD deployment with docker and FASTAPI. Model card created in HuggingFace and a deployed on HuggingFace Spaces.
dialogue-summarization huggingface pegasus samsum-dataset textsummarization transformers aws aws-ec2 aws-ecr aws-iam cicd cicd-pipeline docker fastapi modelcard streamlit githubactions
Language:Jupyter Notebook 2
/ TextSummarize-NLP
The Text Summarizer project aims to distill the key points from lengthy articles, paragraphs, or conversations. Utilizing FastAPI, the project leverages Pegasus, a Google model, which operates on the Samsum dataset hosted on Hugging Face.
fastapi huggingface huggingface-transformers nlp pegasus samsum-dataset transformers
Language:Jupyter Notebook
/ Text-summarization-project
Automating text summarization using machine learning techniques. Utilizing the Samsum dataset, our model generates concise summaries while retaining key information. Improves content comprehension and efficiency for information retrieval, content curation, and productivity enhancement.
extractive-summarization nlp text-summarization content-comprehension rouge-evaluation-metrics samsum-dataset
Language:Jupyter Notebook

/ Dialogue-Summarizer