datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
mala-monolingual-integration
MaLA Corpus: Massive Language Adaptation Corpus
This is the noisy version that integrates texts from different sources.
Dataset Summary
The MaLA Corpus (Massive Language Adaptation) is a comprehensive, multilingual dataset designed to support the continual pre-training of large language models. It covers 939 languages and consists of over 74 billion tokens, making it one of the largest datasets of its kind. With a focus on improving the representation of… See the full description on the dataset page: https://huggingface.co/datasets/MaLA-LM/mala-monolingual-integration.faiss-integration-testtest-braindecode-integration
EEG Dataset
This dataset was created using braindecode, a library for deep learning with EEG/MEG/ECoG signals.
Dataset Information
Number of recordings: 1
Number of channels: 26
Sampling frequency: 250.0 Hz
Data type: Windowed (from Epochs object)
Number of windows: 48
Total size: 0.04 MB
Storage format: zarr
Usage
To load this dataset:
from braindecode.datasets import BaseConcatDataset
# Load dataset from Hugging Face Hub
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/Kkuntal990/test-braindecode-integration.cdg-tech-components-integration-dataset
Character Pool Dataset: 81 Characters - Generated by Conversation Dataset Generator
This dataset was generated using the Conversation Dataset Generator script available at https://cahlen.github.io/conversation-dataset-generator/.
Generation Parameters
Number of Conversations Requested: 1000
Number of Conversations Successfully Generated: 1000
Total Turns: 5132
Model ID: meta-llama/Meta-Llama-3-8B-Instruct
Generation Mode:
Topic & Scenario
Initial Topic:… See the full description on the dataset page: https://huggingface.co/datasets/cahlen/cdg-tech-components-integration-dataset.llama_index_integration_dataGEM-Integration
GEM-Integration
This dataset is the redistribution-approved data package for the GEM-Atlas
research platform. It contains harmonized tables derived from Kochanowski et al.
(2021), explicit condition splits, schemas, checksums, and metadata-only source
manifests.
Included values
16 EV3/EV4 strain-effector conditions.
Source-derived 13C-MFA flux estimates from EV3.
Absolute intracellular metabolite measurements from EV4.
The separate EV2 protein series. It is not… See the full description on the dataset page: https://huggingface.co/datasets/lhallee/GEM-Integration.clinical-meaning-integration-fragmentation-analysis-v0.1What this dataset tests
Whether an intelligence system can evaluatethe integrity of a patient’s meaning-making processduring illness and recovery.
Required outputs
coherence integrity score
fragmentation markers
denial indicators
adaptive reframing presence
narrative stability index
meaning failure mode
Use case
Second layer of the Healing Narrative Coherence Corpus.
production-integration-recipes
SHAR Production Integration Recipes
Five runnable production-delivery recipes from SHAR Production — https://sharprod.com/
The dataset contains bilingual recipe metadata and synthetic examples only. Dataset records and synthetic fixtures are CC BY 4.0; linked source code and documentation are MIT. No client data or media is included. Codex assisted with implementation and validation; SHAR Production is the accountable publisher.
chinese-dataset-integrationZapier-Integrations-260825
Zapier Apps/Integrations
Extracted: Aug 26, 2025
simpleqa_verified-integration-tests
simpleqa_verified-integration-tests Evaluation Results
Eval created with evaljobs.
This dataset contains evaluation results for the model hf-inference-providers/openai/gpt-oss-20b:cheapest using the eval script simpleqa_verified_custom.py.
To browse the results interactively, visit this Space.
How to Run This Eval
pip install git+https://github.com/dvsrepo/evaljobs.git
export HF_TOKEN=your_token_here
evaljobs dvilasuero/simpleqa_verified-integration-tests \… See the full description on the dataset page: https://huggingface.co/datasets/dvilasuero/simpleqa_verified-integration-tests.langchain-python-integrationstest-integrationafrica-mauritius-budget-data-2016-2017-ministry-of-social-integration-and-e-5cf52e85
Budget Data 2016 2017 Ministry of Social Integration and E | Africa (MDPA)
87 rows - 1 Africa country/area - 2016-2017 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 87 rows from MDPA, covering Budget Data 2016 2017 Ministry of Social Integration and E. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-2016-2017-ministry-of-social-integration-and-e-5cf52e85.LangChain_docs_usecases_integrationsURLs_Function_Integration_AI_Classification
URLs_Function_Integration_AI_Classification
tags: Web_Scraping, Machine_Learning, URL_Analytics
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'URLs_Function_Integration_AI_Classification' dataset comprises URLs from various online platforms, specifically focusing on events, music artist contracts, and AI-related content. The dataset is constructed to facilitate the training of machine learning models to classify URLs based… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/URLs_Function_Integration_AI_Classification.asia-owid-political-social-integration-index-bti
Political Social Integration Index Bti | Asia (Our World in Data)
🌏 461 observations · 43 Asia countries · 2005–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 461 observations of Political Social Integration Index Bti data across 43 Asia countries, spanning 2005–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Political Social Integration Index Bti… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-political-social-integration-index-bti.africa-mauritius-budget-data-2017-2018-ministry-of-social-integration-and-e-3a28f69c
Budget Data 2017 2018 Ministry of Social Integration and E | Africa (MDPA)
228 rows - 1 Africa country/area - 2016-2019 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 228 rows from MDPA, covering Budget Data 2017 2018 Ministry of Social Integration and E. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-2017-2018-ministry-of-social-integration-and-e-3a28f69c.hardcoded-integration-tests-with-olmo-system-promptsimpleqa_verified-integration-tests-from-space
simpleqa_verified-integration-tests-from-space Evaluation Results
Eval created with evaljobs.
This dataset contains evaluation results for the model hf-inference-providers/openai/gpt-oss-20b:cheapest using the eval script simpleqa_verified-integration-tests.
To browse the results interactively, visit this Space.
How to Run This Eval
pip install git+https://github.com/dvsrepo/evaljobs.git
export HF_TOKEN=your_token_here
evaljobs… See the full description on the dataset page: https://huggingface.co/datasets/dvilasuero/simpleqa_verified-integration-tests-from-space.simpleqa_verified-integration-tests-evalset
simpleqa_verified-integration-tests-evalset Evaluation Results
Eval created with evaljobs.
This dataset contains evaluation results for the model hf-inference-providers/openai/gpt-oss-20b:cheapest,hf-inference-providers/openai/gpt-oss-20b:fastest using the eval script simpleqa_verified-integration-tests.
To browse the results interactively, visit this Space.
How to Run This Eval
pip install git+https://github.com/dvsrepo/evaljobs.git
export… See the full description on the dataset page: https://huggingface.co/datasets/dvilasuero/simpleqa_verified-integration-tests-evalset.PCone-Integrationsafrica-mauritius-budget-data-2016-2017-ministry-of-social-integration-and-e-4cfaec82
Budget Data 2016 2017 Ministry of Social Integration and E | Africa (MDPA)
228 rows - 1 Africa country/area - 2015-2018 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 228 rows from MDPA, covering Budget Data 2016 2017 Ministry of Social Integration and E. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-2016-2017-ministry-of-social-integration-and-e-4cfaec82.Funktion_Integration_Anomaly_Detection
Funktion_Integration_Anomaly_Detection
tags: Data_Integration, Functionality_Testing, Anomaly_Identification
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'Funktion_Integration_Anomaly_Detection' dataset comprises of various musical artist contracts and event details, with a focus on detecting anomalies in the functionality and integration of URLs related to tools like 'RAG', 'LM Studio', 'AMD', 'KI', 'AI', and VIP/Geheim… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/Funktion_Integration_Anomaly_Detection.olmo-3-rlvr-nonreasoner_integration_mix-deltasmath_trans_integrationstest_integration_tcs_insightsafrica-owid-political-social-integration-index-bti
Political Social Integration Index Bti | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-political-social-integration-index-bti.africa-mauritius-budget-data-2017-2018-ministry-of-social-integration-and-e-61f5618f
Budget Data 2017 2018 Ministry of Social Integration and E | Africa (MDPA)
91 rows - 1 Africa country/area - 2017-2018 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 91 rows from MDPA, covering Budget Data 2017 2018 Ministry of Social Integration and E. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-2017-2018-ministry-of-social-integration-and-e-61f5618f.simple_integration