# CinePile 2.0 - making stronger datasets with adversarial refinement

DevFeed: [CinePile 2.0 - making stronger datasets with adversarial refinement](<https://devfeed.tech/articles/cinepile-2-0-making-stronger-datasets-with-adversarial-refinement-7142.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/cinepile2>)

Author: Ruchit Rawal; Miquel Farré; Gowthami Somepalli; Leandro von Werra

Published: 2024-10-23T00:00:00Z

Content type: article

Language: en

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

Topics: [datasets](<https://devfeed.tech/topics/datasets.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Benchmark](<https://devfeed.tech/topics/benchmark.md>)

Tags: [analysis](<https://devfeed.tech/tags/analysis.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [benchmark](<https://devfeed.tech/tags/benchmark.md>), [datasets](<https://devfeed.tech/tags/datasets.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [gpt](<https://devfeed.tech/tags/gpt.md>), [language](<https://devfeed.tech/tags/language.md>), [model](<https://devfeed.tech/tags/model.md>), [multimodal](<https://devfeed.tech/tags/multimodal.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [prompt](<https://devfeed.tech/tags/prompt.md>), [quality](<https://devfeed.tech/tags/quality.md>), [video](<https://devfeed.tech/tags/video.md>)

## AI overview

Hugging Face presents CinePile 2.0 and an adversarial refinement method for improving existing datasets and supporting future dataset creation pipelines. The article describes CinePile's diverse and difficult long-video question-answering benchmark, its language-model-assisted question-generation process, and quality-control findings.

## Source excerpt

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