StarPII
| Property | Value |
|---|---|
| Author | bigcode |
| Purpose | PII Detection in Code |
| License | Custom Terms of Use |
| Model URL | Hugging Face |
What is StarPII?
StarPII is a specialized Named Entity Recognition (NER) model developed by bigcode specifically designed to detect Personal Identifiable Information (PII) within code datasets. This model serves as a crucial tool for maintaining data privacy and security in code repositories and datasets.
Implementation Details
The model is implemented with specific focus on PII detection capabilities and comes with strict usage terms to ensure responsible application. It operates on an "AS IS" basis and is specifically optimized for identifying sensitive personal information in code contexts.
- Specialized NER architecture for code analysis
- Focused detection of PII elements in source code
- Custom implementation for dataset sanitization
Core Capabilities
- Detection of Personal Identifiable Information in code
- Dataset sanitization and PII removal
- Code privacy enhancement
- Automated PII identification in large codebases
Frequently Asked Questions
Q: What makes this model unique?
StarPII is specifically designed for PII detection in code contexts, unlike general-purpose NER models. Its specialized focus makes it particularly effective for maintaining privacy in code datasets.
Q: What are the recommended use cases?
The model is strictly limited to PII detection for the purpose of removing sensitive information from datasets. It should not be used for any other purposes as per the terms of use.
