// Evaluate & guard
evaluatev0.4.6
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
Open source Maintained For developers
IN ONE PARAGRAPH
evaluate is 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
Good for: Developers and teams who want to evaluate & guard.
01How to start
- 1Read the official quick-start (link above).
- 2Install from the official package registry:
pip install evaluate - 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → promptfoo Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. ★ 26k ragas Supercharge Your LLM Application Evaluations 🚀 ★ 16k opencompass OpenCompass is an LLM evaluation platform, supporting a wide range of models from OpenAI, Anthropic, Gemini, Qwen, GLM, DeepSeek, etc, across 100+ datasets covering knowledge, reasoning, coding, science, language, long-context, and safety. ★ 7.5k trulens Evaluation and Tracking for LLM Experiments and AI Agents ★ 3.6k lmms-eval One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks ★ 4.5k