datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
AM-DeepSeek-Distilled-40MFor more open-source datasets, models, and methodologies, please visit our GitHub repository and paper: DeepDistill: Enhancing LLM Reasoning Capabilities via Large-Scale Difficulty-Graded Data Training.
Due to certain constraints, we are only able to open-source a subset of the complete dataset.
Model Training Performance based on our complete dataset
On AIME 2024, our 72B model achieved a score of 79.2 using only supervised fine-tuning (SFT). The 32B model reached 75.8 and… See the full description on the dataset page: https://huggingface.co/datasets/a-m-team/AM-DeepSeek-Distilled-40M.YuLan-Mini-Text-Datasets
News
[2025.04.11] Add dataset mixture: link.
[2025.03.30] Text datasets upload finished.
This is text dataset.
这是文本格式的数据集。
Since we have used BPE-Dropout, in order to ensure accuracy, you can find the tokenized dataset here.
由于我们使用了BPE-Dropout，为了保证准确性，你可以在这里找到分词后的数据。
For more information, please refer to our datasets details and preprocess details.
Contributing
We welcome any form of contribution, including feedback on model bad cases, feature suggestions, and example… See the full description on the dataset page: https://huggingface.co/datasets/yulan-team/YuLan-Mini-Text-Datasets.moss-002-sft-data
Dataset Card for "moss-002-sft-data"
Dataset Summary
An open-source conversational dataset that was used to train MOSS-002. The user prompts are extended based on a small set of human-written seed prompts in a way similar to Self-Instruct. The AI responses are generated using text-davinci-003. The user prompts of en_harmlessness are from Anthropic red teaming data.
Data Splits
name
# samples
en_helpfulness.json
419049
en_honesty.json
112580… See the full description on the dataset page: https://huggingface.co/datasets/OpenMOSS-Team/moss-002-sft-data.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.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.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.Leading_Remote_Hybrid_Teams_Theory
Leading Remote Hybrid Teams — Theory
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Leading_Remote_Hybrid_Teams_Theory.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.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.Innovation_Leading_Creative_Teams_Practical
Innovation Leading Creative Teams — Practical
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Innovation_Leading_Creative_Teams_Practical.Team_Health_Diagnosing_Dysfunction_Theory
Team Health Diagnosing Dysfunction — Theory
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Team_Health_Diagnosing_Dysfunction_Theory.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.Innovation_Leading_Creative_Teams_Theory
Innovation Leading Creative Teams — Theory
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Innovation_Leading_Creative_Teams_Theory.GRPO-Fine-Tuned
GSM8K GRPO Dataset for Qwen3-4B Post-Training
A clean, GRPO-ready dataset derived from GSM8K for post-training the Qwen3-4B base model using Group Relative Policy Optimization (GRPO).
Dataset Purpose
This dataset is designed for the GRPO stage of post-training, where the model learns to produce correct mathematical reasoning through reward-based optimization. The key design principles are:
Verifiable answers: Every example has a single, unambiguous numeric answer
Clean… See the full description on the dataset page: https://huggingface.co/datasets/TeamClaude/GRPO-Fine-Tuned.Leading_Remote_Hybrid_Teams_Practical
Leading Remote Hybrid Teams — Practical
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Leading_Remote_Hybrid_Teams_Practical.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.Team_Health_Diagnosing_Dysfunction_Practical
Team Health Diagnosing Dysfunction — Practical
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Team_Health_Diagnosing_Dysfunction_Practical.