llm-autoeval

Model evaluator

A tool to automate the evaluation of large language models in Google Colab using various benchmarks and custom parameters.

Automatically evaluate your LLMs in Google Colab

GitHub

558 stars
7 watching
91 forks
Language: Python
last commit: 7 months ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
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
huggingface/lighteval A toolkit for evaluating Large Language Models across multiple backends 804
maluuba/nlg-eval A toolset for evaluating and comparing natural language generation models 1,347
mlgroupjlu/llm-eval-survey A repository of papers and resources for evaluating large language models. 1,433
freedomintelligence/mllm-bench Evaluates and compares the performance of multimodal large language models on various tasks 55
declare-lab/instruct-eval An evaluation framework for large language models trained with instruction tuning methods 528
open-compass/lawbench Evaluates the legal knowledge of large language models using a custom benchmarking framework. 267
edublancas/sklearn-evaluation A tool for evaluating and visualizing machine learning model performance 3
h2oai/h2o-llm-eval An evaluation framework for large language models with Elo rating system and A/B testing capabilities 50
huggingface/evaluate An evaluation framework for machine learning models and datasets, providing standardized metrics and tools for comparing model performance. 2,034
langchain-ai/auto-evaluator Automated evaluation of language models for question answering tasks 744
rlancemartin/auto-evaluator An evaluation tool for question-answering systems using large language models and natural language processing techniques 1,063
xverse-ai/xverse-7b A multilingual large language model developed by XVERSE Technology Inc. 50