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