Model Card for Model ID
Albert XXLarge V2 model, fine-tuned for SQuAD V2
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Model Details
Model Description
- Developed by: Mark Feblowitz, IBM Research
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- Finetuned from model [optional]: Albert XXLarge model, uncased_L-12_H-768_A-12
Model Sources [optional]
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Uses
Open-ended question answering, as a machine reading comprehension (MRC) task
Direct Use
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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
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Training Details
Training Data
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Training Procedure
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Training Hyperparameters
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Evaluation
Testing Data, Factors & Metrics
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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).
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Technical Specifications [optional]
Model Architecture and Objective
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Hardware
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Software
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