attoeval

Comprehensive evaluation framework for AI/ML models, providing standardized metrics, benchmarks, and testing capabilities with both open-source and enterprise offerings.

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Key Features

Standardized Evaluations: attoevals 1.0 with 20+ public benchmarks

Community-Driven Ecosystem: User-created eval sets with {username}/{eval_name}

Enterprise-Grade Engine: Rust-first evaluation core

Model Agnostic: Support for any model with API or local interface

Open Source Foundation: MIT license with active community

Enterprise Platform: Managed cloud service with team collaboration

Comprehensive Metrics: 50+ standard evaluation metrics

Community Marketplace: Social discovery and collaboration features

Developer Experience: Simple API and YAML configuration

Team Collaboration: Shared workspaces and CI/CD integration

Advanced Analytics: Trend analysis and performance insights

Custom Evaluations: Build and run custom evaluations