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
455 stars
4 watching
31 forks
Language: Python
last commit: 5 months ago
Linked from 1 awesome list
evaluation-frameworkevaluation-metricsinformation-retrievalllm-evaluationllmopsragretrieval-augmented-generation
ethicalml/awesome-production-machine-learningRelated projects:
| Repository | Description | Stars |
|---|---|---|
 mlgroupjlu/llm-eval-survey | A repository of papers and resources for evaluating large language models. | 1,450 |
 aiverify-foundation/llm-evals-catalogue | A collaborative catalogue of LLM evaluation frameworks and papers | 13 |
 h2oai/h2o-llm-eval | An evaluation framework for large language models with Elo rating system and A/B testing capabilities | 50 |
 wgryc/phasellm | A framework for managing and testing large language models to evaluate their performance and optimize user experiences. | 451 |
 allenai/olmo-eval | A framework for evaluating language models on NLP tasks | 326 |
 psycoy/mixeval | An evaluation suite and dynamic data release platform for large language models | 230 |
 ai-hypercomputer/maxtext | A high-performance LLM written in Python/Jax for training and inference on Google Cloud TPUs and GPUs. | 1,557 |
 aiplanethub/beyondllm | An open-source toolkit for building and evaluating large language models | 267 |
 ray-project/llmperf | A tool for evaluating the performance of large language model APIs | 678 |
 qcri/llmebench | A benchmarking framework for large language models | 81 |
 prometheus-eval/prometheus-eval | An open-source framework that enables language model evaluation using Prometheus and GPT4 | 820 |
 victordibia/llmx | An API that provides a unified interface to multiple large language models for chat fine-tuning | 79 |
 volcengine/verl | A flexible RL training framework designed for large language models | 427 |
 modelscope/evalscope | A framework for efficiently evaluating and benchmarking large models | 308 |
 mlabonne/llm-autoeval | A tool to automate the evaluation of large language models in Google Colab using various benchmarks and custom parameters. | 566 |