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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01OpenMOSS-Team /FutureOmni FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs Predicting the future requires listening as well as seeing. 📖 Dataset Summary Although Multimodal Large Language Models (MLLMs) demonstrate strong omni-modal perception, their ability to forecast future events from audio–visual cues remains largely unexplored, as existing benchmarks focus mainly on retrospective understanding. FutureOmni is the first benchmark designed… See the full description on the dataset page: https://huggingface.co/datasets/OpenMOSS-Team/FutureOmni.tabularquestion-answering1K<n<10K7 likes959 downloads8mo agoHugging Face02Anonymous-Team-HC-RAG /Multi-doc-2025 Dataset Card for Multi-Doc-2025 Dataset Summary Multi-Doc-2025 is a financial question-answering benchmark built from SEC Form 10-K annual reports of S&P 500 companies. It is designed to evaluate retrieval-augmented generation (RAG) and financial QA systems under three reasoning settings that are not jointly covered by existing financial QA benchmarks: cross-company reasoning, cross-year reasoning, and hybrid-modal reasoning over both text and tables. The dataset… See the full description on the dataset page: https://huggingface.co/datasets/Anonymous-Team-HC-RAG/Multi-doc-2025.textquestion-answering1K<n<10K2 likes287 downloads4mo agoHugging Face03CinderD /TeachArena TeachArena TeachArena is a benchmark for evaluating AI tutoring agents across the full teaching decision chain — from moment-to-moment tutoring dialogue, to pedagogical judgment on packaged evidence, to multi-step teaching workflows grounded in a learning-management system. It contains 354 tasks organized into three stages, a mock LMS environment database, the agent policy documents, and the full scoring logic. Why three stages A capable teaching agent must both… See the full description on the dataset page: https://huggingface.co/datasets/CinderD/TeachArena.texttext-generationn<1K1 likes118 downloads2mo agoHugging Face04JonAuror /tplegacy-teachings True Parents Legacy Teaching Archive Digital archive of 3541 passages — sermons, speeches, prayers, and book excerpts by Sun Myung Moon (1920–2012) and Hak Ja Han Moon (1943–present), spanning 1946–2012. Structure Each record contains: Field Type Description id string URL slug (unique identifier) title string Title of the sermon, speech, or passage author string Speaker name date string Publication date (YYYY-MM-DD) year string Year only tags… See the full description on the dataset page: https://huggingface.co/datasets/JonAuror/tplegacy-teachings.tabulartext-classification1K<n<10K0 likes93 downloads5d agoHugging Face05aisc-team-c1 /MMedBenchThis is a dataset repository made for the AISC class at Harvard Medical School. Please find the original dataset repository here: https://huggingface.co/datasets/Henrychur/MMedBench MMedBench 💻Github Repo 🖨️arXiv Paper The official benchmark for "Towards Building Multilingual Language Model for Medicine". Introduction This repo contains MMedBench, a comprehensive multilingual medical benchmark comprising 45,048 QA pairs for training and 8,518 QA pairs for testing.… See the full description on the dataset page: https://huggingface.co/datasets/aisc-team-c1/MMedBench.tabularquestion-answering10K<n<100K1 likes68 downloads3y agoHugging Face06JZPeterPan /DAS-Mediacal-Red-Teaming-Data DAS Medical Red-Teaming Test Suites Accompanies the paper Beyond Benchmarks: Dynamic, Automatic and Systematic Red-Teaming Agents for Trustworthy Medical LLMs. The data samples presented in this repo are used as the initial data seeds and can be mutated further upon requests. It is designed to stress-test Large Language Models (LLMs) in safety-critical medical domains, auditing along four critical axes: Robustness, Privacy, Bias/Fairness, and Hallucination. Dataset… See the full description on the dataset page: https://huggingface.co/datasets/JZPeterPan/DAS-Mediacal-Red-Teaming-Data.textquestion-answeringn<1K1 likes65 downloads1y agoHugging Face07leonli66 /stage3-real-expansion-agent-teacher-separated-pilot Teacher-Separated Expansion Agent Pilot A 10-task inspection batch generated by Qwen3-235B-A22B-Instruct-2507 from real CLAPNQ, PubMedQA, MAUD, ContractNLI, and FinQA source tasks. The teacher-only trajectory-generation system prompt is recorded in metadata/generation-manifest.json for auditability, but is absent from every saved training trajectory. Each final messages list begins with the real memory-wrapped task user message, followed by native assistant expand calls, exact… See the full description on the dataset page: https://huggingface.co/datasets/leonli66/stage3-real-expansion-agent-teacher-separated-pilot.tabularquestion-answeringn<1K0 likes60 downloads26d agoHugging Face08Student-Centric-Answer-Sampling /scas_verified_teacher_pool SCAS Verified Teacher Answer Pool This dataset provides an aligned, correctness-verified pool of teacher-generated mathematical reasoning solutions for studying student-centric data selection in distillation. The release covers two source corpora, Hendrycks MATH and DeepScaleR. For each corpus, we retain the subset of questions on which all nine selected teacher models produce verified correct answers. Each retained question is paired with nine alternative teacher solutions, one… See the full description on the dataset page: https://huggingface.co/datasets/Student-Centric-Answer-Sampling/scas_verified_teacher_pool.texttext-generation100K<n<1M0 likes48 downloads4mo agoHugging Face09khursanirevo /teach_aws teach_aws — AWS Q&A in Bahasa Melayu (paraphrase-augmented) Instruction-tuning data for answering AWS questions in Bahasa Melayu. Each row is a (question, answer) chat pair ready for SFT (TRL/axolotl-compatible messages format). Built from PixelSpaceAI/aws-malay-qa (Apache-2.0): Answers are verbatim from the source dataset — nothing was rewritten. Rows are paraphrases only. Questions were paraphrased with a large language model in two passes: para_v1 — neutral paraphrases of… See the full description on the dataset page: https://huggingface.co/datasets/khursanirevo/teach_aws.textquestion-answering10K<n<100K0 likes41 downloads1mo agoHugging Face10aisc-team-c2 /MMedBenchThis is a dataset repository made for the AISC class at Harvard Medical School. Please find the original dataset repository here: https://huggingface.co/datasets/Henrychur/MMedBench MMedBench 💻Github Repo 🖨️arXiv Paper The official benchmark for "Towards Building Multilingual Language Model for Medicine". Introduction This repo contains MMedBench, a comprehensive multilingual medical benchmark comprising 45,048 QA pairs for training and 8,518 QA pairs for testing.… See the full description on the dataset page: https://huggingface.co/datasets/aisc-team-c2/MMedBench.tabularquestion-answering10K<n<100K0 likes40 downloads3y agoHugging Face11MichaelAnthony /lemonseed-teacher-sft lemonseed-teacher-sft LemonSeed — teacher-model SFT traces (multiple-choice vocabulary). Contents teacher_sft.jsonl (3333 rows) Format JSON Lines (.jsonl), one example per line. Provenance Synthetic, generated programmatically for the LemonSeed 1.5B project (by Geramy L. Loveless). Data authored by Michael Anthony Falabella. textquestion-answering1K<n<10K0 likes29 downloads1mo agoHugging Face12Wendy-Thompson-Lending-Team /cpa-tax-scenarios-2026 CPA Tax Scenarios 2026 768 CPA tax impact scenarios by income, loan, filing status. Details Records: 768 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814 Publisher: Wendy Thompson Lending Team Thompson Alpha Logic Data models calculating the after-tax cost of mortgage debt across purchase, refinance, divorce buyout, and reverse mortgage scenarios. Compares itemized vs. standard deduction ($30K… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/cpa-tax-scenarios-2026.tabularquestion-answeringn<1K0 likes21 downloads6mo agoHugging Face13Wendy-Thompson-Lending-Team /divorce-mortgage-planning Divorce Mortgage Planning 288 divorce mortgage scenarios: buyout, sell, new purchase, refinance. Details Records: 288 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814 Publisher: Wendy Thompson Lending Team Thompson Alpha Logic Proprietary CDLP-certified logic for spousal buyouts, distinguishing between 'Cash-Out' and 'Rate/Term' structures to maximize borrowing capacity under Fannie Mae… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/divorce-mortgage-planning.textquestion-answeringn<1K0 likes19 downloads6mo agoHugging Face14Wendy-Thompson-Lending-Team /military-base-housing-2026 Military Base Housing 2026 Complete U.S. military installation directory with VA loan analysis, BAH ranges, and unit assignments. Details Records: 427 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, CVLS -- NMLS #504814 Publisher: Wendy Thompson Lending Team Coverage Installations: 427 across all 50 states + DC, Guam, Puerto Rico Army: 129 (forts, depots, arsenals, training centers, proving grounds) Air… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/military-base-housing-2026.tabularquestion-answeringn<1K0 likes18 downloads6mo agoHugging Face15Wendy-Thompson-Lending-Team /alimony-rules-by-state-2026 Alimony Rules By State 2026 Alimony/spousal support rules for 13 states with mortgage impact. Details Records: 13 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814 Publisher: Wendy Thompson Lending Team Thompson Alpha Logic State-by-state alimony duration and calculation methods mapped to mortgage qualification impact. Shows how alimony income qualifies (or disqualifies) for FHA, VA, and… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/alimony-rules-by-state-2026.tabularquestion-answeringn<1K0 likes18 downloads6mo agoHugging Face16Wendy-Thompson-Lending-Team /military-pcs-relocation-2026 Military PCS Relocation 2026 100+ PCS relocation routes between 20 military bases. Details Records: 114 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814 Publisher: Wendy Thompson Lending Team Thompson Alpha Logic Tactical PCS relocation data mapping base-to-base moves with housing market delta analysis. Shows BAH change impact, rent-vs-buy timing for typical PCS cycles (2-3 years), and VA loan… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/military-pcs-relocation-2026.tabularquestion-answeringn<1K0 likes17 downloads6mo agoHugging Face17teachaifinance /trade-lifecycle-microstructure-v1 Trade Lifecycle & Market Microstructure Dataset v1 Dataset Summary Trade Lifecycle & Market Microstructure Dataset v1 is a curated, expert-designed dataset focused on market microstructure, trade lifecycle, clearing & settlement, corporate actions, surveillance, and crypto AMM mechanics. The dataset contains 100 high-quality training samples created by a former U.S. equities exchange Market Operations analyst with real-world experience across: U.S. equities… See the full description on the dataset page: https://huggingface.co/datasets/teachaifinance/trade-lifecycle-microstructure-v1.texttext-classificationn<1K0 likes16 downloads10mo agoHugging Face18Wendy-Thompson-Lending-Team /va-funding-fees-2026 VA Funding Fees 2026 44 VA funding fee scenarios with example calculations. Details Records: 44 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814 Publisher: Wendy Thompson Lending Team Thompson Alpha Logic 2026 VA fee structures layered with CPA-verified disability waiver logic to calculate long-term equity preservation for disabled veterans. Shows exact fee amounts by usage type and down payment… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/va-funding-fees-2026.tabularquestion-answeringn<1K0 likes16 downloads6mo agoHugging Face19MichaelAnthony /echidna-round7-teacher echidna-round7-teacher Echidna — round 7 teacher-authored examples. Contents round7_teacher.jsonl (20 rows) Format JSON Lines (.jsonl), one example per line. Provenance Original content for the Echidna RAG assistant (Michael Anthony Falabella). textquestion-answeringn<1K0 likes16 downloads1mo agoHugging Face20Wendy-Thompson-Lending-Team /bah-rates-2026 BAH Rates 2026 480 BAH rate records: 20 bases x 24 pay grade combinations. Details Records: 480 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814 Publisher: Wendy Thompson Lending Team Thompson Alpha Logic Complete BAH rate matrix cross-referenced with local housing costs to calculate 'BAH Coverage Ratio' — the percentage of PITI a service member's housing allowance covers at each base. Identifies… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/bah-rates-2026.tabularquestion-answeringn<1K0 likes12 downloads6mo agoHugging Face21HoangVuSnape /data-teacher-seallms-v2234 Data Teacher SeaLLMs v1 Bộ dữ liệu chưng cất tri thức pháp luật Việt Nam từ mô hình SeaLLMs-v1. Dùng cho bài toán huấn luyện SLM trong dự án thạc sĩ. tabularquestion-answeringn<1K0 likes8 downloads5mo agoHugging Face22Wendy-Thompson-Lending-Team /reverse-mortgage-scenarios Reverse Mortgage Scenarios 260 HECM reverse mortgage scenarios by age, value, existing mortgage. Details Records: 260 Format: JSONL License: CC-BY-4.0 Last Updated: March 2026 Verified By: Wendy Thompson, CPA, CDLP, NMLS #504814 Publisher: Wendy Thompson Lending Team Thompson Alpha Logic Integrates HUD Principal Limit Factor tables with Thompson 'Sequence of Returns' modeling to show how HECM line-of-credit access hedges 401(k) depletion during market… See the full description on the dataset page: https://huggingface.co/datasets/Wendy-Thompson-Lending-Team/reverse-mortgage-scenarios.tabularquestion-answeringn<1K0 likes6 downloads6mo agoHugging Face23HoangVuSnape /data-teacher-seallms-v3 Data Teacher SeaLLMs v1 Bộ dữ liệu chưng cất tri thức pháp luật Việt Nam từ mô hình SeaLLMs-v1. Dùng cho bài toán huấn luyện SLM trong dự án thạc sĩ. tabularquestion-answering1K<n<10K0 likes5 downloads5mo agoHugging Face

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