Deepchecks LLM Evaluation

DeepChecks LLM Evaluation is a powerful tool that helps you ensure the reliability and safety of your AI applications. It provides a comprehensive suite of features to validate, monitor, and protect your LLM-powered systems.

Highlights

• Validate LLM Performance: Assess the accuracy, consistency, and bias of your LLM models to ensure they meet your specific requirements.
• Monitor LLM Behavior: Track changes in your LLM's performance over time and identify potential issues before they impact your applications.
• Protect Against Risks: Identify and mitigate potential risks associated with your LLM, such as security vulnerabilities and data privacy concerns.

Key Features

• Automated Testing: Run automated tests to identify potential problems in your LLM models.
• Performance Metrics: Track key metrics like accuracy, precision, recall, and F1 score.
• Bias Detection: Identify and analyze biases in your LLM models.
• Security Audits: Evaluate the security of your LLM-powered applications.
• Data Privacy Compliance: Ensure your LLM applications comply with data privacy regulations.