Eureka ML Insights: Evaluation Framework for Generative Models
Project Overview
| GitHub Stats | Value |
|---|---|
| Stars | 50 |
| Forks | 4 |
| Language | Python |
| Created | 2024-07-18 |
| License | Apache License 2.0 |
Introduction
Eureka ML Insights is a framework designed to facilitate reproducible evaluations of generative models through various benchmarks and metrics. It enables researchers and practitioners to create custom pipelines for data processing, inference, and evaluation, while also offering pre-defined evaluation pipelines for essential benchmarks. By streamlining the evaluation process, Eureka ML Insights aids in efficiently assessing capabilities such as geometric reasoning, multimodal question answering, and object recognition. This framework is a valuable tool for those aiming to conduct thorough and consistent evaluations of generative models in their research or practical applications.