evalscope
Model Evaluator
A framework for efficient large model evaluation and performance benchmarking.
A streamlined and customizable framework for efficient large model evaluation and performance benchmarking
248 stars
7 watching
31 forks
Language: Python
last commit: 6 days ago
Linked from 1 awesome list
evaluationllmperformanceragvlm
ethicalml/awesome-production-machine-learningRelated projects:
| Repository | Description | Stars |
|---|---|---|
 huggingface/evaluate | An evaluation framework for machine learning models and datasets, providing standardized metrics and tools for comparing model performance. | 2,034 |
 open-evals/evals | A framework for evaluating OpenAI models and an open-source registry of benchmarks. | 19 |
 tsb0601/mmvp | An evaluation framework for multimodal language models' visual capabilities using image and question benchmarks. | 288 |
 allenai/olmo-eval | An evaluation framework for large language models. | 310 |
 chenllliang/mmevalpro | A benchmarking framework for evaluating Large Multimodal Models by providing rigorous metrics and an efficient evaluation pipeline. | 22 |
 evolvinglmms-lab/lmms-eval | Tools and evaluation suite for large multimodal models | 2,058 |
 flageval-baai/flageval | An evaluation toolkit and platform for assessing large models in various domains | 300 |
 prometheus-eval/prometheus-eval | An open-source framework that enables language model evaluation using Prometheus and GPT4 | 796 |
 openai/simple-evals | A library for evaluating language models using standardized prompts and benchmarking tests. | 1,939 |
 maluuba/nlg-eval | A toolset for evaluating and comparing natural language generation models | 1,347 |
 declare-lab/instruct-eval | An evaluation framework for large language models trained with instruction tuning methods | 528 |
 aiverify-foundation/llm-evals-catalogue | A collaborative catalogue of Large Language Model evaluation frameworks and papers. | 14 |
 relari-ai/continuous-eval | Provides a comprehensive framework for evaluating Large Language Model (LLM) applications and pipelines with customizable metrics | 446 |
 esmvalgroup/esmvaltool | A community-developed tool for evaluating climate models and providing diagnostic metrics. | 223 |
 mlgroupjlu/llm-eval-survey | A repository of papers and resources for evaluating large language models. | 1,433 |