Downloads · 30 days
11
17% of all-time downloads
SageAI
Abdelrahman-Hassan-1/SageAI
SageAI is a summarization model from Abdelrahman-Hassan-1. Use it when you need a shorter version of a longer text. The card lists the license as apache-2.0.
This model is a fine-tuned version of facebook/bart-large-cnn on medical text data. It is designed for text summarization tasks and can generate concise summaries for lengthy medical documents, making it useful for he…
All-time downloads
65
Public
Parameters
406M
1.6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.6 GB · 100%
At a glance
- Task
- Summarization
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Oct 17, 2024
- Updated
- Oct 17, 2024
- SHA
- 0cc5738a
Try a prompt
Base models
Model card
From the Hugging Face model README
My Summarization Model 📝
Model Description
This model is a fine-tuned version of facebook/bart-large-cnn on medical text data. It is designed for text summarization tasks and can generate concise summaries for lengthy medical documents, making it useful for healthcare professionals and researchers.
Model Type
- Architecture: BART (Bidirectional and Auto-Regressive Transformers)
- Pre-trained Base Model: facebook/bart-large-cnn
How to Use
You can use the model directly with the Hugging Face transformers library:
from transformers import pipeline
summarizer = pipeline("summarization", model="Abdelrahman-Hassan-1/Medical-RAG-Model")
text = """Your long medical text here."""
summary = summarizer(text)
print(summary)
- Task
- Summarization
- Type
- bart
- License
- apache-2.0
- Languages
- en
- Created
- Oct 17, 2024
- Updated
- Oct 17, 2024