📊

Dataset

FineVision

Name: FineVision
Creator: HuggingFaceM4

by HuggingFaceM4 hf-dataset--huggingfacem4--finevision

Nexus Index

26.0 Top 1%

S / A / P / R / Q Breakdown Calibration Pending

Pillar scores are computed during the next indexing cycle.

Tech Context

Vital Performance

0 DL / 30D

0.0%

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Data Integrity 26 FNI Score

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- Rows

Parquet Format

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Dataset Information Summary
Entity Passport
Registry ID	hf-dataset--huggingfacem4--finevision
Provider	huggingface

📜

Cite this dataset

Academic & Research Attribution

BibTeX

@misc{hf_dataset__huggingfacem4__finevision,
  author = {HuggingFaceM4},
  title = {FineVision Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/HuggingFaceM4/FineVision}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}

APA Style

HuggingFaceM4. (2026). FineVision [Dataset]. Free2AITools. https://huggingface.co/datasets/HuggingFaceM4/FineVision

🔬Technical Deep Dive

Full Specifications [+]

⚖️ Nexus Index V2.0

Methodology Index Protocol

26.0

ESTIMATED IMPACT TIER

Semantic (S) 50

Authority (A) 0

Popularity (P) 0

Recency (R) 0

Quality (Q) 0

💬 Index Insight

FNI V2.0 for FineVision: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:0), Quality (Q:0).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit

Unbiased Data Node Refresh: VFS Live

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Downloads

128,953

❤️

Likes

471

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🧬 Field Logic

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Dataset Specification

dataset_info:

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[Content truncated...]

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id: hf-dataset--huggingfacem4--finevision
source: huggingface
author: HuggingFaceM4
tags: size_categories:10mformat:parquetmodality:imagemodality:textlibrary:datasetslibrary:dasklibrary:mlcroissantlibrary:polarsarxiv:2510.17269region:us

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