long-t5-tglobal-base-16384-book-summary

1.5K
135
license:apache-2.0
by
pszemraj
Language Model
OTHER
New
1K 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 long-t5-tglobal-base-16384-book-summary 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

bash
pip install textsum
python
from textsum.summarize import Summarizer

summarizer = Summarizer(
    model_name_or_path="pszemraj/long-t5-tglobal-base-16384-book-summary"
)

long_string = "This is a long string of text that will be summarized."
out_str = summarizer.summarize_string(long_string)
print(f"summary: {out_str}")

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