# Data Is Better Together: A Look Back and Forward

DevFeed: [Data Is Better Together: A Look Back and Forward](<https://devfeed.tech/articles/data-is-better-together-a-look-back-and-forward-7169.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/dibt>)

Author: Daniel van Strien; David Berenstein; Sara Han Díaz

Published: 2024-06-20T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [data](<https://devfeed.tech/topics/data.md>), [datasets](<https://devfeed.tech/topics/datasets.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Prompt Engineering](<https://devfeed.tech/topics/prompt-engineering.md>), [AI Chat](<https://devfeed.tech/topics/ai-chat.md>)

Tags: [collaboration](<https://devfeed.tech/tags/collaboration.md>), [community](<https://devfeed.tech/tags/community.md>), [data](<https://devfeed.tech/tags/data.md>), [dataset](<https://devfeed.tech/tags/dataset.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [evaluation](<https://devfeed.tech/tags/evaluation.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [prompt](<https://devfeed.tech/tags/prompt.md>), [ranking](<https://devfeed.tech/tags/ranking.md>)

## AI overview

The article reviews community and cookbook efforts to build datasets for AI and open large language model evaluation. It highlights the DIBT/10k_prompts_ranked dataset, multilingual prompt evaluation, language-specific benchmarks, and tools and guides for creating domain-specific and preference-optimization datasets.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.