flan-t5-xxl

147.7K
1.3K
512
Small context
6 languages
license:apache-2.0
by
google
Language Model
OTHER
Good
148K downloads
Production-ready
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Quick Summary

0. TL;DR 1. Model Details 2. Usage 3. Uses 4. Bias, Risks, and Limitations 5. Training Details 6. Evaluation 7. Environmental Impact 8. Citation If you already...

Training Data Analysis

🔵 Good (7.0/10)

Researched training datasets used by flan-t5-xxl with quality assessment

Specialized For

general
multilingual
code
science

Training Datasets (2)

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
the pile
🟢 8/10
code
general
science
multilingual
Key Strengths
  • •Deliberate Diversity: Explicitly curated to include diverse content types (academia, code, Q&A, book...
  • •Documented Quality: Each component dataset is thoroughly documented with rationale for inclusion, en...
  • •Epoch Weighting: Component datasets receive different training epochs based on perceived quality, al...

Explore our comprehensive training dataset analysis

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