Model Card for Model ID
Model Details
Model Description
This model is trained on the insurance data opened through open source or throught authorized sources.
- Developed by: [kgangadharaiah]
- Language(s) (NLP): [English]
- License: [MIT]
- Finetuned from model [optional]: [mistralai/Mistral-7B-Instruct-v0.1]
Model Sources [optional]
- Repository: [More Information Needed]
- Paper [optional]: [More Information Needed]
- Demo [optional]: [More Information Needed]
Uses
This model is intended to be used internally by the organization to answer basic questions related to insurance
Direct Use
A Chatbot UI to answer question primarily pretaining to insurance
Out-of-Scope Use
This model should be not used to anything malicious, harmful purposes. The information obtained from this model should not be used for any harmful purpose intended towards another human being directly or indirectly.
Bias, Risks, and Limitations
[More Information Needed]
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.
[More Information Needed]
Training Details
Training Data
The data is obtained from open source or from authorized sources.
Training Procedure
Preprocessing [optional]
[More Information Needed]
Training Hyperparameters
- Training regime: [More Information Needed]
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: [Mainly on Google Colab with V100]
- Hours used: [About 3 hrs]
- Cloud Provider: [Google]
- Compute Region: [More Information Needed]
- Carbon Emitted: [More Information Needed]
Technical Specifications [optional]
Model Architecture and Objective
[More Information Needed]
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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More Information [optional]
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Model Card Authors [optional]
[kgangadharaiah]
Model Card Contact
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Framework versions
- PEFT 0.9.0
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