t5-news-summarizer

30
license:apache-2.0
by
Hiratax
Language Model
OTHER
New
30 downloads
Early-stage
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Quick Summary

AI model with specialized capabilities.

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by t5-news-summarizer with quality assessment

Specialized For

general
multilingual

Training Datasets (1)

c4
🔵 6/10
general
multilingual
Key Strengths
  • •Scale and Accessibility: 750GB of publicly available, filtered text
  • •Systematic Filtering: Documented heuristics enable reproducibility
  • •Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • •English-Only: Limits multilingual applications
  • •Filtering Limitations: Offensive content and low-quality text remain despite filtering

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

**Usage**pythontransformers
from transformers import pipeline

summarizer = pipeline("summarization", model="Hiratax/t5-news-summarizer")

text = """
The James Webb Space Telescope (JWST) has captured a lush landscape of stellar birth. 
The new image shows the Cosmic Cliffs, which are the edge of a giant gaseous cavity within the star-forming region NGC 3324.
"""

# 1. Standard
print(summarizer("summarize standard: " + text))

# 2. Harsh (Headline)
print(summarizer("summarize harsh: " + text))

# 3. Detailed
print(summarizer("summarize detailed: " + text))

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