model-certification
OfficialCertify HuggingFace models with confidence.
Software Engineering#playbook#mlops#property-based testing#qualification#huggingface#model certification
Authorpaiml
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the complex process of qualifying HuggingFace models, ensuring their reliability, performance, and adherence to quality standards before deployment.
Core Features & Use Cases
- End-to-End Qualification: Manages the entire model certification pipeline, from playbook creation to evidence collection and reporting.
- Tiered Testing: Supports multiple certification tiers (Smoke, MVP, Quick, Standard, Deep) to match different validation needs and time constraints.
- Use Case: A machine learning engineer needs to certify a new LLM for production. They use this Skill to run the 'standard' tier certification, which includes extensive tests for conversion, inference, stability, and quality, generating a comprehensive report and updating the model's status in the registry.
Quick Start
Certify the 'qwen-coder' model family using the 'mvp' tier.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: model-certification Download link: https://github.com/paiml/apr-model-qa-playbook/archive/main.zip#model-certification Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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