MixEval | LLMWay – The Way To LLM

Evaluation

MixEval

A reliable click-and-go evaluation suite compatible with both open-source and proprietary models, supporting MixEval and other benchmarks.

GitHub

A reliable click-and-go evaluation suite compatible with both open-source and proprietary models, supporting MixEval and other benchmarks.

OLMO-eval 355

a repository for evaluating open language models.

lighteval 1,783

a lightweight LLM evaluation suite that Hugging Face has been using internally.

lm-evaluation-harness 9,723

A framework for few-shot evaluation of language models.

Ragas 10,155

a framework that helps you evaluate your Retrieval Augmented Generation (RAG) pipelines.

a unified platform from LangChain framework for: evaluation, collaboration HITL (Human In The Loop), logging and monitoring LLM applications.

Giskard 4,752

Testing & evaluation library for LLM applications, in particular RAGs