Model Card for Model ID
Model Details
Model Description
- Developed by: Charalampos Kemalidis
- Funded by [optional]: Charalampos Kemalidis
- Shared by [optional]: Charalampos Kemalidis
- Model type: Text Generation
- Language(s) (NLP): English
- License: mit
- Finetuned from model [optional]: [More Information Needed]
Model Sources [optional]
- Repository: [More Information Needed]
- Paper [optional]: [More Information Needed]
- Demo [optional]: [More Information Needed]
Uses
Direct Use
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Downstream Use [optional]
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Out-of-Scope Use
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Bias, Risks, and Limitations
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Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
How to Get Started with the Model
Use the code below to get started with the model.
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Training Details
Training Data
Raw dataset:
Usable labeled samples: 12,391,178
Per-class counts: {1: 145627, 2: 270351, 3: 11316735, 4: 508846, 5: 149619}
Skipped (no text): 0
Skipped (no label): 1,048,288
JSON parse errors: 0
Balancing target per class: 145,627 (min_count=145,627)
Summary:
Wrote files: 146
Total articles written: 728,135
Per-class written: {1: 145627, 2: 145627, 3: 145627, 4: 145627, 5: 145627}
Training Procedure
Preprocessing [optional]
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Training Hyperparameters
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Speeds, Sizes, Times [optional]
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Evaluation
Testing Data, Factors & Metrics
Testing Data
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Factors
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Metrics
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Results
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Summary
Model Examination [optional]
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Environmental Impact
Carbon emissions can be estimated using the
Machine Learning Impact calculator presented in
Lacoste et al. (2019).
- Hardware Type: [More Information Needed]
- Hours used: [More Information Needed]
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- Carbon Emitted: [More Information Needed]
Technical Specifications [optional]
Model Architecture and Objective
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Compute Infrastructure
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Hardware
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Software
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Citation [optional]
BibTeX:
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APA:
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Glossary [optional]
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Model Card Authors [optional]
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Model Card Contact
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Framework versions
