T5_keyword_based_summarizer

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by
AventIQ-AI
Other
OTHER
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Quick Summary

Model Card: t5-summary-finetuned-kw-fp16 Model Overview - Model Name: t5-summary-finetuned-kw-fp16 - Base Model: T5-base (t5-base from Hugging Face) - Date: March 19, 2025 - Version: 1.

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by T5_keyword_based_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

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Code Examples

Usage Instructionstext
Requirements
Python 3.8+
Libraries: transformers, torch, pandas
GPU with FP16 support (e.g., NVIDIA with ~1.5 GB VRAM free)

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