datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
apex-r1-real-world-documents
Apex-R1 Real-World Benchmark Documents
This dataset stores real-world document/data assets collected for Apex-R1 synthetic long-horizon agentic RL workspace generation.
The files are intended as seed workspace materials, not as benchmark task labels. They can be injected into APEX-style filesystem/ or .apps_data/ environments to create more realistic and diverse professional-domain tasks.
Contents
benchmark_documents/
EnterpriseBench/ # CRM invoices… See the full description on the dataset page: https://huggingface.co/datasets/mtybilly/apex-r1-real-world-documents.vietnamese-legal-documents
Vietnamese Legal Documents
A comprehensive collection of Vietnamese legal documents — laws, decrees, circulars, decisions, and other normative acts — sourced from vbpl.vn, the official Government Legal Document Portal operated by the Ministry of Justice. The dataset includes structured metadata for every document, raw HTML full-text content, and a rich graph of cross-document legal relationships (amendments, citations, repeals, etc.).
Curated by: Thịnh Ngô
Source: vbpl.vn… See the full description on the dataset page: https://huggingface.co/datasets/th1nhng0/vietnamese-legal-documents.cc100-documents
cc100-documents
This dataset is a restructured version of the CC-100 (statmt/cc100) dataset.
In the original dataset, each instance corresponds to a single paragraph (or a document boundary).
In this version, the data has been reformed so that each instance corresponds to a single, complete document.
This document-level structure makes it more convenient for processing using the map() and filter() methods in the Hugging Face Datasets library.
Languages
The following… See the full description on the dataset page: https://huggingface.co/datasets/singletongue/cc100-documents.Chinese_Debate_Documents
Dataset Card for Chinese Debate Documents
ASR-transcribed corpus of competitive Mandarin Chinese university debates,
speaker-segmented and timestamped, with topic / round / team metadata parsed
from the source filenames.
Loading the Dataset
from datasets import load_dataset
ds = load_dataset("DBWBD/Chinese_Debate_Documents", split="train")
print(ds[0]["topic"], "—", ds[0]["team_a"], "vs", ds[0]["team_b"])
for seg in ds[0]["segments"][:3]:
print(f"… See the full description on the dataset page: https://huggingface.co/datasets/DBWBD/Chinese_Debate_Documents.conseil-detat-full-documents
Décisions du Conseil d'État (France)
Description
Ce dataset contient un corpus de décisions rendues par le Conseil d'État français, la plus haute juridiction de l'ordre administratif. Les décisions proviennent de la plateforme officielle Open Data de la Justice Administrative et sont diffusées au format XML anonymisé.
Le corpus rassemble les textes intégraux des décisions ainsi que plusieurs métadonnées permettant leur identification et leur traçabilité.
Source… See the full description on the dataset page: https://huggingface.co/datasets/hulk10/conseil-detat-full-documents.conseil-administratives-appel-full-documents
Décisions de Justice Administrative Françaises
Description du dataset
Ce dataset contient un corpus de décisions de justice administrative françaises extraites de la plateforme officielle Open Data de la Justice Administrative. Les documents sont publiés par le Conseil d'État dans le cadre de la politique d'ouverture des données publiques de la justice française. Les décisions sont diffusées au format XML et anonymisées conformément aux exigences légales relatives… See the full description on the dataset page: https://huggingface.co/datasets/hulk10/conseil-administratives-appel-full-documents.clearocr-invoice-document-ai
clearOCR Invoice Document AI Dataset
This dataset shows a complete invoice document AI workflow built around clearOCR.
It contains 423 high-confidence invoice examples with:
original invoice images,
OCR text generated by clearOCR,
Markdown reconstruction of the document,
structured invoice JSON generated by a local fine-tuned extraction model,
visual verification metadata.
The dataset demonstrates how clearOCR can serve as the OCR layer in an invoice automation pipeline where… See the full description on the dataset page: https://huggingface.co/datasets/Lukaszl/clearocr-invoice-document-ai.indian-legal-documents
Indian Legal Documents
Open Indian statutory and legal-document data for AI, search, and legal research.
This dataset is part of the KanoonGPT Open Legal Data Initiative — an effort to make Indian legal data easier to access, structure, and build on for open-source research, legal tech, and production AI systems.
KanoonGPT is building structured Indian legal datasets and data infrastructure for open-source, research, and enterprise AI applications. Learn more at kanoongpt.in.… See the full description on the dataset page: https://huggingface.co/datasets/KanoonGPT/indian-legal-documents.vietnamese-legal-documents
Vietnamese Legal Documents
A comprehensive dataset of 518,255 Vietnamese legal documents sourced from
thuvienphapluat.vn — the largest Vietnamese legal
document repository. The dataset covers laws, decrees, circulars, decisions, and
other official documents issued by Vietnamese government bodies, spanning from
1924 to 2026.
At a Glance
🗂️ Total documents
518,255
📅 Date range
1924 – 2026
🏛️ Issuing authorities
2,393 unique bodies
📋 Document types
36… See the full description on the dataset page: https://huggingface.co/datasets/vohuutridung/vietnamese-legal-documents.worldbank-project-documents
Dataset Card for World Bank Project Documents
Dataset Summary
This is a dataset of documents related to World Bank development projects in the period 1947-2020. The dataset includes
the documents used to propose or describe projects when they are launched, and those in the review. The documents are indexed
by the World Bank project ID, which can be used to obtain features from multiple publicly available tabular datasets.
Supported Tasks and Leaderboards
No… See the full description on the dataset page: https://huggingface.co/datasets/lukesjordan/worldbank-project-documents.Vietnamese-Legal-Documents
Vietnamese Legal Documents Dataset
1. Dataset Summary
Raw data: tmnam20/BKAI-Legal-Retrieval
The Vietnamese Legal Documents Dataset is a benchmark dataset designed for legal information retrieval in the Vietnamese language. It consists of:
A corpus of legal documents.
Train/test splits containing natural language queries and their corresponding relevant documents.
This dataset is intended to support research and development in:
Information Retrieval (IR)… See the full description on the dataset page: https://huggingface.co/datasets/YuITC/Vietnamese-Legal-Documents.document-corpus-v3-open
Document Corpus v3 Open
document-corpus-v3-open is the redistribution-compatible slice of the exact
byte-level pretraining corpus used by MonumentalSystems' 128M Harmonic GPT
experiments. It contains 869,739 filtered documents and
2.192 GB of UTF-8 text before Parquet compression.
This is not the complete internal document-corpus-v3. Restricted,
unknown-license, and share-alike sources were excluded conservatively. Every
included row comes from an upstream dataset whose card… See the full description on the dataset page: https://huggingface.co/datasets/MonumentalSystems/document-corpus-v3-open.persian-document-corpus
Persian Document Corpus
Dataset Summary
The Persian Document Corpus (PDC) is a large collection of Persian documents, comprising over 13,000 files, gathered from publicly accessible PDFs across a wide array of knowledge domains. This corpus includes research articles, theses, dissertations, scientific reports, and book chapters, offering a rich and diverse resource for the Persian Natural Language Processing (NLP) community. It is designed to facilitate the… See the full description on the dataset page: https://huggingface.co/datasets/PersianML/persian-document-corpus.python_documentation_codeDataset created using https://github.com/jeffmeloy/py2dataset using the Python code from the following:
https://github.com/ansible/ansible
https://github.com/apache/airflow
https://github.com/arogozhnikov/einops
https://github.com/arviz-devs/arviz
https://github.com/astropy/astropy
https://github.com/biopython/biopython
https://github.com/bjodah/chempy
https://github.com/bokeh/bokehhttps://github.com/CalebBell/thermo
https://github.com/camDavidsonPilon/lifelines
https://github.com/coin-or/pulp… See the full description on the dataset page: https://huggingface.co/datasets/jeffmeloy/python_documentation_code.vietnamese-legal-documents
Vietnamese Legal Documents
A comprehensive dataset of 518,255 Vietnamese legal documents sourced from
thuvienphapluat.vn — the largest Vietnamese legal
document repository. The dataset covers laws, decrees, circulars, decisions, and
other official documents issued by Vietnamese government bodies, spanning from
1924 to 2026.
At a Glance
🗂️ Total documents
518,255
📅 Date range
1924 – 2026
🏛️ Issuing authorities
2,393 unique bodies
📋 Document types
36… See the full description on the dataset page: https://huggingface.co/datasets/minhnguyent546/vietnamese-legal-documents.persian-document-corpus
Persian Document Corpus
Dataset Summary
The Persian Document Corpus (PDC) is a large collection of Persian documents, comprising over 13,000 files, gathered from publicly accessible PDFs across a wide array of knowledge domains. This corpus includes research articles, theses, dissertations, scientific reports, and book chapters, offering a rich and diverse resource for the Persian Natural Language Processing (NLP) community. It is designed to facilitate the training and… See the full description on the dataset page: https://huggingface.co/datasets/mshojaei77/persian-document-corpus.multimodal-vision-ocr-document-parsing-2026
📐 Multimodal Vision-Language & Industrial OCR Document Parsing SFT/DPO Suite (2026)
This repository provides the official 100-sample production teaser of the Multimodal Vision-Language & Industrial OCR Document Parsing SFT/DPO Suite (2026) by BeatsProm AI Research Lab.
The dataset is engineered to train open-weights Vision-Language Models (Qwen2-VL, Pixtral-12B, Llama-3.2-Vision, ColPali) on dense document parsing, normalized spatial bounding boxes (<box>[ymin, xmin, ymax… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/multimodal-vision-ocr-document-parsing-2026.vietnamese-legal-documents
Vietnamese Legal Documents
A comprehensive collection of Vietnamese legal documents — laws, decrees, circulars, decisions, and other normative acts — sourced from vbpl.vn, the official Government Legal Document Portal operated by the Ministry of Justice. The dataset includes structured metadata for every document, raw HTML full-text content, and a rich graph of cross-document legal relationships (amendments, citations, repeals, etc.).
Curated by: Thịnh Ngô
Source: vbpl.vn
Language:… See the full description on the dataset page: https://huggingface.co/datasets/anhquan12/vietnamese-legal-documents.legal-documents
Description
Topic: Legal Documents
Domains: Law, Contracts, Regulations
Focus: Synthetic raw text data for legal document analysis
Number of Entries: 1000
Dataset Type: Raw Dataset
Model Used: bedrock/us.amazon.nova-pro-v1:0
Language: English
Generated by: SynthGenAI Package
vietnamese-legal-documents
Vietnamese Legal Documents
A comprehensive dataset of 518,255 Vietnamese legal documents sourced from
thuvienphapluat.vn — the largest Vietnamese legal
document repository. The dataset covers laws, decrees, circulars, decisions, and
other official documents issued by Vietnamese government bodies, spanning from
1924 to 2026.
At a Glance
🗂️ Total documents
518,255
📅 Date range
1924 – 2026
🏛️ Issuing authorities
1,335 unique bodies
📋 Document types
36… See the full description on the dataset page: https://huggingface.co/datasets/pdt590/vietnamese-legal-documents.Corrupted-russian-word-documents-text-datasetThis is synthetic text-corruption dataset, based on Russian open official/government documents text.
This dataset is intended to be used to train LLM to perform text-recovery task.
All the errors in text is made solely in Russian sentences, hence ignoring any English sentence.
Texts contains complex formatting, which is common for documents.
Each line contains json object that have array messages value, which consists of role-based conversation.
Each first message is randomly chosen system… See the full description on the dataset page: https://huggingface.co/datasets/Kemsekov/Corrupted-russian-word-documents-text-dataset.gardian-cigi-ai-documents
GAIA / GARDIAN-CIGI Agricultural Research Corpus
This dataset contains 85,782 agricultural research documents extracted from the GARDIAN repository and processed through the CIGI pipeline.
Dataset Overview
Property
Value
Total Documents
85,782
Total Size
1.47 GB
Total Tokens
199,872,861
Total Pages
0
Languages
59
Unique Keywords
76,373
Resource Types
32
Date Generated
2026-07-16 08:22:33
Language Distribution… See the full description on the dataset page: https://huggingface.co/datasets/CGIAR/gardian-cigi-ai-documents.vietnamese-legal-documents
Vietnamese Legal Documents
A comprehensive collection of Vietnamese legal documents — laws, decrees, circulars, decisions, and other normative acts — sourced from vbpl.vn, the official Government Legal Document Portal operated by the Ministry of Justice. The dataset includes structured metadata for every document, raw HTML full-text content, and a rich graph of cross-document legal relationships (amendments, citations, repeals, etc.).
Curated by: Thịnh Ngô
Source: vbpl.vn
Language:… See the full description on the dataset page: https://huggingface.co/datasets/vanhthefirst/vietnamese-legal-documents.kubernetes-documentation-dataset
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
This dataset consists of the Kubernetes data that has been scraped from the web(https://kubernetes.io/docs/concepts/services-networking/)
License: [MIT]
Dataset Sources [optional]
Repository: [https://github.com/keethu12345/Kubernetes_ML-Model]
Uses
This… See the full description on the dataset page: https://huggingface.co/datasets/keethu/kubernetes-documentation-dataset.Document-XML-100k
Document-XML-100k
Noisy/unstructured text to semantically tagged XML. 118K pairs for fine-tuning document markup models.
Splits
Split
Rows
Description
verified
79,067
Content-exact: byte-level match between input text and XML text content. Zero information loss guaranteed.
good
38,916
High quality (word overlap >= 85%, well-formed XML, no HTML tags) but with minor whitespace normalization.
What's the difference?
Both splits are… See the full description on the dataset page: https://huggingface.co/datasets/domofon/Document-XML-100k.bioreason-pro-sft-reasoning-documents
BioReason-Pro SFT Reasoning Documents
Complete, self-contained training documents reconstructed from the BioReason-Pro SFT data, ready for LLM pre-training.
The upstream dataset wanglab/bioreason-pro-sft-reasoning-data
ships the assistant side of each training example (reasoning, final_answer) alongside the raw
biological context columns, but not the assembled prompt. The prompt cannot be recovered from the
data card alone, because two of its three parts were non-textual… See the full description on the dataset page: https://huggingface.co/datasets/timodonnell/bioreason-pro-sft-reasoning-documents.persian-document-corpus
Persian Document Corpus
Dataset Summary
The Persian Document Corpus (PDC) is a large collection of Persian documents, comprising over 13,000 files, gathered from publicly accessible PDFs across a wide array of knowledge domains. This corpus includes research articles, theses, dissertations, scientific reports, and book chapters, offering a rich and diverse resource for the Persian Natural Language Processing (NLP) community. It is designed to facilitate the training and… See the full description on the dataset page: https://huggingface.co/datasets/mainkilora/persian-document-corpus.document-summarization-dpo-100k
Document Summarization DPO (100K)
100,000 DPO (Direct Preference Optimization) preference pairs for training models to summarize business and professional documents with precision, structure, and analytical depth.
Motivation
Document summarization is one of the highest-value enterprise AI applications — analysts, lawyers, product managers, and executives use AI to process reports, contracts, and research daily. Models commonly fail by:
Losing quantitative data:… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/document-summarization-dpo-100k.embrapa-ai-documents
GAIA / GARDIAN-CIGI Agricultural Research Corpus
This dataset contains 130,922 agricultural research documents extracted from the GARDIAN repository and processed through the CIGI pipeline.
Dataset Overview
Property
Value
Total Documents
130,922
Total Size
256.66 MB
Total Tokens
11,827,230
Total Pages
0
Languages
8
Unique Keywords
106,492
Resource Types
11
Date Generated
2026-07-16 08:37:30
Language Distribution… See the full description on the dataset page: https://huggingface.co/datasets/CGIAR/embrapa-ai-documents.vietnamese-legal-documents
Vietnamese Legal Documents
A comprehensive dataset of 518,255 Vietnamese legal documents sourced from
thuvienphapluat.vn — the largest Vietnamese legal
document repository. The dataset covers laws, decrees, circulars, decisions, and
other official documents issued by Vietnamese government bodies, spanning from
1924 to 2026.
At a Glance
🗂️ Total documents
518,255
📅 Date range
1924 – 2026
🏛️ Issuing authorities
1,335 unique bodies
📋 Document types
36… See the full description on the dataset page: https://huggingface.co/datasets/lovienal/vietnamese-legal-documents.