🐢 Open-Source Evaluation & Testing framework for LLMs and ML models

Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.

AI Observability & Evaluation

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

Python SDK for running evaluations on LLM generated responses

A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.

Бенчмарк сравнивает русские аналоги ChatGPT: Saiga, YandexGPT, Gigachat

Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23)

🎯 Your free LLM evaluation toolkit helps you assess the accuracy of facts, how well it understands context, its tone, and more. This helps you see how good your LLM applications are.

Code for the paper Prediction-Powered Ranking of Large Language Models, Arxiv 2024.

TypeScript SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23)

Generative agents — computational software agents that simulate believable human behavior and OpenAI LLM models. Our main focus was to develop a game - “Werewolves of Miller’s Hollow”, aiming to replicate human-like behavior.

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.