continuous-eval

LLM evaluation framework

Provides a comprehensive framework for evaluating Large Language Model (LLM) applications and pipelines with customizable metrics

Data-Driven Evaluation for LLM-Powered Applications

GitHub

455 stars
4 watching
31 forks
Language: Python
last commit: about 2 years ago
Linked from 1 awesome list

evaluation-frameworkevaluation-metricsinformation-retrievalllm-evaluationllmopsragretrieval-augmented-generation

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
mlgroupjlu/llm-eval-surveyA repository of papers and resources for evaluating large language models.1,450
aiverify-foundation/llm-evals-catalogueA collaborative catalogue of LLM evaluation frameworks and papers13
h2oai/h2o-llm-evalAn evaluation framework for large language models with Elo rating system and A/B testing capabilities50
wgryc/phasellmA framework for managing and testing large language models to evaluate their performance and optimize user experiences.451
allenai/olmo-evalA framework for evaluating language models on NLP tasks326
psycoy/mixevalAn evaluation suite and dynamic data release platform for large language models230
ai-hypercomputer/maxtextA high-performance LLM written in Python/Jax for training and inference on Google Cloud TPUs and GPUs.1,557
aiplanethub/beyondllmAn open-source toolkit for building and evaluating large language models267
ray-project/llmperfA tool for evaluating the performance of large language model APIs678
qcri/llmebenchA benchmarking framework for large language models81
prometheus-eval/prometheus-evalAn open-source framework that enables language model evaluation using Prometheus and GPT4820
victordibia/llmxAn API that provides a unified interface to multiple large language models for chat fine-tuning79
volcengine/verlA flexible RL training framework designed for large language models427
modelscope/evalscopeA framework for efficiently evaluating and benchmarking large models308
mlabonne/llm-autoevalA tool to automate the evaluation of large language models in Google Colab using various benchmarks and custom parameters.566