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Dataset

Fineweb Edu

Name: Fineweb Edu
Creator: HuggingFaceFW
License: odc-by

by HuggingFaceFW huggingfacefw/fineweb-edu

Free2AITools Nexus Index

33.9

S: Semantic 50

Query-time baseline · scored live at search

A: Authority 58

P: Popularity 67

R: Recency 12

Q: Quality 50

Tech Context

Vital Performance —

Source →

Data Integrity 33.9 FNI Score

- Size

- Rows

- Tokens

Dataset Information Summary
Entity Passport
Registry ID	huggingfacefw/fineweb-edu
License	odc-by
Provider	huggingface

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Cite this dataset

Academic & Research Attribution

BibTeX

@misc{hf_dataset_huggingfacefw_fineweb_edu,
  author = {HuggingFaceFW},
  title = {Fineweb Edu Dataset},
  year = {2024},
  howpublished = {\url{https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu}},
  note = {Accessed via Free2AITools.}
}

APA Style

HuggingFaceFW. (2024). Fineweb Edu [Dataset]. Free2AITools. https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu

🔬Technical Deep Dive

Full Specifications [+]

⚖️ Free2AITools Nexus Index V2.0

Methodology How FNI works

Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 58

Popularity (P) 67

Recency (R) 12

Quality (Q) 50

💬 Index Insight

FNI V2.0 for Fineweb Edu: Authority (A:58), Popularity (P:67), Recency (R:12), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology

Open data Updated: Live data

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Downloads

637,823

🎯 Task Categories

text-generation

👁️ Data Preview

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Row-level preview not available for this dataset.

Schema structure is shown in the Field Logic panel when available.

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🧬 Field Logic

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Schema not yet indexed for this dataset.

Dataset Specification

license: odc-by task_categories:

text-generation language:
en pretty_name: FineWeb-Edu size_categories:
n>1T configs:
config_name: default data_files:
- split: train path: data// features:
- name: text dtype: string
- name: id dtype: string
- name: dump dtype: string
- name: url dtype: string
- name: date dtype: string
- name: file_path dtype: string
- name: language dtype: string
- name: language_score dtype: float64
- name: token_count dtype: int64
- name: score dtype: float64
- name: int_score dtype: int64
config_name: sample-10BT data_files:
- split: train path: sample/10BT/*
config_name: sample-100BT data_files:
- split: train path: sample/100BT/*
config_name: sample-350BT data_files:
- split: train path: sample/350BT/*
config_name: CC-MAIN-2025-05 data_files:
- split: train path: data/CC-MAIN-2025-05/*
config_name: CC-MAIN-2025-08 data_files:
- split: train path: data/CC-MAIN-2025-08/*
config_name: CC-MAIN-2025-13 data_files:
- split: train path: data/CC-MAIN-2025-13/*
config_name: CC-MAIN-2025-18 data_files:
- split: train path: data/CC-MAIN-2025-18/*
config_name: CC-MAIN-2025-21 data_files:
- split: train path: data/CC-MAIN-2025-21/*
config_name: CC-MAIN-2025-26 data_files:
- split: train path: data/CC-MAIN-2025-26/*
config_name: CC-MAIN-2024-51 data_files:
- split: train path: data/CC-MAIN-2024-51/*
config_name: CC-MAIN-2024-46 data_files:
- split: train path: data/CC-MAIN-2024-46/*
config_name: CC-MAIN-2024-42 data_files:
- split: train path: data/CC-MAIN-2024-42/*
config_name: CC-MAIN-2024-38 data_files:
- split: train path: data/CC-MAIN-2024-38/*
config_name: CC-MAI

Social Proof

HuggingFace Hub

637.8KDownloads

Hub Discussions

🤗 Data Source: Hugging Face ↗

🔄 Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹ️ Verify with original source

🛡️ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id: hf-dataset--huggingfacefw--fineweb-edu
slug: huggingfacefw--fineweb-edu
source: huggingface
author: HuggingFaceFW
license: odc-by
tags: task_categories:text-generation, language:en, license:odc-by, size_categories:1b<n<10b, format:parquet, modality:tabular, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:2406.17557, arxiv:2404.14219, arxiv:2401.10020, arxiv:2109.07445, doi:10.57967/hf/2497, region:us

📊 Engagement & Metrics

downloads: 637,823
stars: 0
forks: 0

Data indexed from public sources. Updated daily.