t5_summary_en_ru_zh_base_2048

130
45
200.0B
3 languages
license:apache-2.0
by
utrobinmv
Language Model
OTHER
200B params
New
130 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
448GB+ RAM
Mobile
Laptop
Server
Quick Summary

T5 model for multilingual text Summary in English, Russian and Chinese language This model is designed to perform the task of controlled generation of summary...

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
187GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by t5_summary_en_ru_zh_base_2048 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

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