LangSmith | LLMWay – The Way To LLM

Evaluation

LangSmith

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

Link

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

lighteval 1,483

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

Giskard 4,508

Testing & evaluation library for LLM applications, in particular RAGs

Ragas 9,015

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

OLMO-eval 347

a repository for evaluating open language models.

instruct-eval 546

This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

MixEval 238

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