huggingface-evaluate

What problem does it solve?

This Skill streamlines the evaluation of machine learning models and datasets, particularly those hosted on Hugging Face, ensuring performance and compliance.

Core Features & Use Cases

• Model & Dataset Evaluation: Access over 100 metrics for accuracy, fairness, bias, and environmental impact.
• Compliance Assessment: Evaluate AI systems against EU AI Act Article 15 requirements.
• Risk Mitigation: Implement controls for performance-related risks.
• Use Case: Evaluate a new natural language processing model for bias before deploying it in a customer-facing application.

Quick Start

Use the huggingface-evaluate skill to assess the bias of the model 'bert-base-uncased' on the dataset 'imdb'.