simple-evals
Model Evaluator
Evaluates language models using standardized benchmarks and prompting techniques.
2k stars
28 watching
177 forks
Language: Python
last commit: 3 months ago
Linked from 1 awesome list
hannibal046/awesome-llmRelated projects:
| Repository | Description | Stars |
|---|---|---|
 open-evals/evals | A framework for evaluating OpenAI models and an open-source registry of benchmarks. | 19 |
 allenai/olmo-eval | A framework for evaluating language models on NLP tasks | 326 |
 huggingface/evaluate | An evaluation framework for machine learning models and datasets, providing standardized metrics and tools for comparing model performance. | 2,063 |
 declare-lab/instruct-eval | An evaluation framework for large language models trained with instruction tuning methods | 535 |
 tatsu-lab/alpaca_eval | An automatic evaluation tool for large language models | 1,568 |
 chenllliang/mmevalpro | A benchmarking framework for evaluating Large Multimodal Models by providing rigorous metrics and an efficient evaluation pipeline. | 22 |
 maluuba/nlg-eval | A toolset for evaluating and comparing natural language generation models | 1,350 |
 stanford-futuredata/ares | A tool for automatically evaluating RAG models by generating synthetic data and fine-tuning classifiers | 499 |
 ruixiangcui/agieval | Evaluates foundation models on human-centric tasks with diverse exams and question types | 714 |
 open-compass/vlmevalkit | An evaluation toolkit for large vision-language models | 1,514 |
 pkunlp-icler/pca-eval | An open-source benchmark and evaluation tool for assessing multimodal large language models' performance in embodied decision-making tasks | 99 |
 obss/jury | A comprehensive toolkit for evaluating NLP experiments offering automated metrics and efficient computation. | 187 |
 evolvinglmms-lab/lmms-eval | Tools and evaluation framework for accelerating the development of large multimodal models by providing an efficient way to assess their performance | 2,164 |
 edublancas/sklearn-evaluation | A tool for evaluating and visualizing machine learning model performance | 3 |
 dtcenter/metplus | Provides a Python scripting infrastructure for evaluating and visualizing meteorological model performance. | 99 |