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microsoft / eureka-ml-insights

A framework for standardizing evaluations of large foundation models, beyond single-score reporting and rankings.

Why this job: matched by what the repo talks about: evaluation, model, large, framework

What it does

This repository contains the code for the Eureka ML Insights framework. The framework is designed to help researchers and practitioners run reproducible evaluations of generative models using a variety of benchmarks and metrics efficiently. The framework allows the user to define custom pipelines for data processing, inference, and evaluation, and provides a set of pre-defined evaluation pipelines for key benchmarks.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Inactive
Last commit 9 months ago
Stars
187
On GitHub
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
92% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
60% closed
4 still open
Pull requests
148 merged
17 waiting
Releases
None
Never published

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More: languages, topics and project record

Languages

  • Python 92%
  • TypeScript 4%
  • Jinja 4%
  • CSS <1%

Topics

  • ai
  • artificial-intelligence
  • evaluation-framework
  • llm
  • machine-learning
  • mllm

Project record

  • JobEvals and observability
  • StatusListed
  • Commits144
  • Forks41
  • Watching16
  • Stars in 28 days+2
  • CreatedJul 18, 2024
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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