datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
newswire
Dataset Card for NewsWire
Dataset Summary
NewsWire contains 2.7 million unique public domain U.S. news wire articles, written between 1878 and 1977. Locations in these articles are georeferenced, topics are tagged using customized neural topic classification, named entities are recognized, and individuals are disambiguated to Wikipedia using a novel entity disambiguation model.
Languages
English (en)
Dataset Structure
Each year in the dataset is… See the full description on the dataset page: https://huggingface.co/datasets/dell-research-harvard/newswire.newspaper_navigatorrussian-news-telegram-dataset
Description in English:
Dataset collected from 30 Russian-language Telegram news channels on the topic News and Media,
collected and marked up automatically using the Scoutie data collection and marking service.Try Scoutie and collect the same or another dataset using the link.
Dataset fields:
taskId - task identifier in the Scouti service. text - main text. url - link to the publication. sourceLink - link to Telegram. subSourceLink - link to the channel. views… See the full description on the dataset page: https://huggingface.co/datasets/ScoutieAutoML/russian-news-telegram-dataset.newsquadfr
Dataset Card for newsquadfr
Dataset Summary
newsquadfr is a small dataset created for Question Answering task. Contexts are paragraphs of articles extracted from nine online french newspaper during year 2020/2021. newsquadfr stands for Newspaper question answering dataset in french. inspired by Piaf and Squad dataset. 2 520 triplets context - question - answer.
from datasets import load_dataset
ds_name = 'lincoln/newsquadfr'
# exemple 1
ds_newsquad =… See the full description on the dataset page: https://huggingface.co/datasets/lincoln/newsquadfr.hacker-news
Hacker News Dataset
Dataset Summary
This dataset is derived from the official Hacker News data provided via the Hacker News Firebase API. It contains user-generated content including stories, comments, and metadata from the Hacker News platform.
Hacker News is a social news website focusing on computer science, entrepreneurship, and technology. The dataset captures real-world discussions, technical conversations, and community interactions over time.
The data was… See the full description on the dataset page: https://huggingface.co/datasets/TheFinAI/hacker-news.Emakhuwa-Portuguese-News-MT
News Parallel Dataset for Emakhuwa of Mozambique
This repository contains releases of parallel data for machine translation in Mozambican languages.
Currently, it supports one language pair, Portuguese-Emakhuwa, Emakhuwa being the widely spoken language in Mozambique.
Dataset Details
Dataset Description
Funded by: This dataset was created with support from Lacuna Fund, the world’s first collaborative effort to provide data scientists, researchers, and… See the full description on the dataset page: https://huggingface.co/datasets/LIACC/Emakhuwa-Portuguese-News-MT.cybersecurity_news_telegram_dataset
Description in English:
Dataset collected from 30 Russian-language Telegram news channels on the topic Cybersecurity,
collected and marked up automatically using the Scoutie data collection and marking service.Try Scoutie and collect the same or another dataset using the link.
Dataset fields:
taskId - task identifier in the Scouti service. text - main text. url - link to the publication. sourceLink - link to Telegram. subSourceLink - link to the channel. views -… See the full description on the dataset page: https://huggingface.co/datasets/ScoutieAutoML/cybersecurity_news_telegram_dataset.newsqa_200_11064_v2.0.0
Private NewsQA RAG Evaluation Dataset
Private, human-reviewed evaluation source data for the NewsQA RAG project.
This repository is not a prebuilt retrieval index. Chunk, BM25, Chroma, and
ground-truth chunk mappings must be rebuilt from the pinned release.
Version: v1.0.0
Evaluation articles: 200
Distractor articles: 10864
Source questions: 1340
Redistribution rights for the upstream NewsQA-derived text must be verified
before changing this repository from private to public.
ja-current-news-keyword-sft-30k
Japanese Current-News Business Keyword SFT 30K
Synthetic Japanese SFT dataset for structured keyword generation.
Given one theme, the assistant returns JSON with:
categories: 3-6 upper-level categories
terms: 12-16 related terms
each term has label and cat
every cat exactly matches one item from categories
Themes are current-news oriented and cover topics such as LLMs, AI policy, AI agents, economics, markets, Trump-related policy, tariffs, monetary policy, geopolitics, and… See the full description on the dataset page: https://huggingface.co/datasets/minhhien0811/ja-current-news-keyword-sft-30k.newsbang__Homer-v1.0-Qwen2.5-72B-details
Dataset Card for Evaluation run of newsbang/Homer-v1.0-Qwen2.5-72B
Dataset automatically created during the evaluation run of model newsbang/Homer-v1.0-Qwen2.5-72B
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/newsbang__Homer-v1.0-Qwen2.5-72B-details.ontocord__wide_3b_sft_stage1.2-ss1-expert_news-details
Dataset Card for Evaluation run of ontocord/wide_3b_sft_stage1.2-ss1-expert_news
Dataset automatically created during the evaluation run of model ontocord/wide_3b_sft_stage1.2-ss1-expert_news
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/ontocord__wide_3b_sft_stage1.2-ss1-expert_news-details.newsbang__Homer-v0.4-Qwen2.5-7B-details
Dataset Card for Evaluation run of newsbang/Homer-v0.4-Qwen2.5-7B
Dataset automatically created during the evaluation run of model newsbang/Homer-v0.4-Qwen2.5-7B
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/newsbang__Homer-v0.4-Qwen2.5-7B-details.ag_news_training_set_losses
AG News train losses
This dataset is part of an experiment using Rubrix, an open-source Python framework for human-in-the loop NLP data annotation and management.
kazakh-news-summarization-20k-adapted
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
kazakh_news_summarization
This dataset contains pairs of Kazakh language prompts and completions focused on summarizing news articles from sources like BAQ.KZ. The content covers diverse topics including social issues, legal cases, government initiatives, and international events within Kazakhstan and abroad. Each entry consists of a standard instruction to summarize text… See the full description on the dataset page: https://huggingface.co/datasets/shayekh/kazakh-news-summarization-20k-adapted.News_roomloan-comparison-scenarios
Loan Comparison Scenarios
200+ loan comparison scenarios: FHA vs Conv, VA vs FHA, USDA vs FHA, ARM vs Fixed.
Details
Records: 204
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
Side-by-side program comparisons with deterministic 'Winner' logic based on credit score, down payment, and time horizon. Each scenario shows exact monthly payment, total cost, and… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/loan-comparison-scenarios.btcusdt_feb_2026_candles_news_forecast
BTCUSDT Multi-Timeframe GARCH Volatility Dataset
Symbol: BTCUSDTPeriod: February 2026 (backtest simulation)Records: ~40 320 (1-minute resolution)Source tool: backtest-kit + garch
Dataset Description
Each row is a 1-minute snapshot of GARCH-predicted volatility (sigma) for BTCUSDT across 8 timeframes, computed during a backtest run. The reliable flag indicates whether the model had enough historical candles to produce a statistically stable estimate.
Data Format… See the full description on the dataset page: https://huggingface.co/datasets/tripolskypetr/btcusdt_feb_2026_candles_news_forecast.rent-vs-buy-scenarios
Rent Vs Buy Scenarios
2,148 pre-computed rent vs buy breakeven scenarios across 179 markets.
Details
Records: 2148
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
Economic modeling of the 'Break-Even Year' in 179 Southeast markets based on current rental inflation vs. fixed-rate mortgage stability. Calculates the exact month when buying becomes cheaper than… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/rent-vs-buy-scenarios.adaption-hacker-news-article-prompts
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
hacker_news_article_prompts
This dataset contains text generation prompts derived from Hacker News article titles, instructing models to write full articles based on provided or self-generated headlines. The samples include specific tech and business topics from the Hacker News community, as well as instances where the model must invent a title from scratch. It is designed for… See the full description on the dataset page: https://huggingface.co/datasets/sarahooker/adaption-hacker-news-article-prompts.bitcoin-news-articles-text-corporahouse-hacking-roi-scenarios
House Hacking ROI Scenarios
72 duplex/triplex/fourplex ROI calculations for house hackers.
Details
Records: 72
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Beau Thompson, NMLS #1615561
Publisher: Good News Lending
Thompson Alpha Logic
Comparative yield data for 2-4 unit properties, calculating the 'Tenant Offset Ratio' — the percentage of PITI covered by rental income. Shows the true cost of living for house hackers using FHA 3.5%… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/house-hacking-roi-scenarios.rthk_newsLast Updated: 2024/06/13
RTHK News Dataset
This dataset contains news articles from the RTHK (Radio Television Hong Kong) Telegram channels. The dataset includes articles in both English and Traditional Chinese, split into two subsets: en for English and tc for Traditional Chinese.
Dataset Structure
The dataset is stored in JSON Lines format (.jsonl), with each line representing a single news article. Each article has the following fields:
id: The unique identifier of… See the full description on the dataset page: https://huggingface.co/datasets/kakase/rthk_news.Molmo2-NewsVideoQAtax-exemptions-by-state-2026
Tax Exemptions By State 2026
Homestead, veteran, senior, and disabled tax exemptions for 13 states.
Details
Records: 13
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
CPA-verified analysis of tax exemption strategies in non-state-income-tax environments (TN, FL) vs. high-tax counterparts. Calculates the after-tax advantage of homeownership in each state… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/tax-exemptions-by-state-2026.omni-2stage-news
Omni 2-Stage News Trading Dataset
Two-stage training data for a pre-open equity direction model.
Stage 1 — Pure-news impact (PPO)
stage1_impact/news_reward_map.jsonl (68880 rows). One news item (title + licensed summary)
that may move many names. Label fields per row:
dir64 / r64_abn: realised ~2.6-day abnormal direction & magnitude of the focal name,
block_<id>_dir: realised direction of every affected sector block,
big_up64/big_dn64: excursion flags (magnitude… See the full description on the dataset page: https://huggingface.co/datasets/AgentEndeavour/omni-2stage-news.news_room_large_datasetnewsbang__Homer-7B-v0.1-details
Dataset Card for Evaluation run of newsbang/Homer-7B-v0.1
Dataset automatically created during the evaluation run of model newsbang/Homer-7B-v0.1
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.
An additional… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/newsbang__Homer-7B-v0.1-details.dpa-programs-2026
DPA Programs 2026
34 down payment assistance programs across 13 states.
Details
Records: 34
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Beau Thompson, NMLS #1615561
Publisher: Good News Lending
Thompson Alpha Logic
State-by-state mapping of 2026 DPA grants cross-referenced with FHA/USDA eligibility to find 'Net-Zero Cash' purchase zones where buyers can close with $0 out of pocket by stacking DPA with zero-down loan programs.
This… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/dpa-programs-2026.county-property-taxes-2026
County Property Taxes 2026
Property tax data for 1,054 counties across 13 states.
Details
Records: 1054
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Tate Thompson, NMLS #2473962
Publisher: Good News Lending
Thompson Alpha Logic
County-level property tax rates integrated with median home values to calculate actual annual tax burden. Includes homestead exemption analysis showing after-exemption effective rates — critical for accurate… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/county-property-taxes-2026.school-districts-2026
School Districts 2026
School district ratings for 50 major markets across 13 states.
Details
Records: 151
Format: JSONL
License: CC-BY-4.0
Last Updated: March 2026
Verified By: Beau Thompson, NMLS #1615561
Publisher: Good News Lending
Thompson Alpha Logic
School district quality data cross-referenced with home affordability, showing where families can find top-rated schools in USDA-eligible or affordable areas. Identifies 'Value Districts' with high ratings… See the full description on the dataset page: https://huggingface.co/datasets/Good-News-Lending/school-districts-2026.