datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cmmc-training-core
CMMC Training Dataset - Core Variant
Dataset Description
This is the Core variant of the CMMC (Cybersecurity Maturity Model Certification) training dataset, containing 1,244 high-quality training examples derived from the most essential NIST cybersecurity publications for CMMC compliance.
Dataset Characteristics
Total Examples: 1,244 (995 train / 249 validation)
Source Documents: 14 foundational NIST publications
CMMC Levels Covered: Level 1, Level 2, Level 3… See the full description on the dataset page: https://huggingface.co/datasets/ethanolivertroy/cmmc-training-core.cmmc-training-balanced
CMMC Training Dataset - Balanced Variant
Dataset Description
This is the Balanced variant of the CMMC (Cybersecurity Maturity Model Certification) training dataset, containing 2,790 high-quality training examples with balanced coverage across all 17 CMMC domains.
Dataset Characteristics
Total Examples: 2,790 (2,232 train / 558 validation)
Source Documents: 71 NIST publications
CMMC Levels Covered: Level 1, Level 2, Level 3
CMMC Domains: All 17 domains (evenly… See the full description on the dataset page: https://huggingface.co/datasets/ethanolivertroy/cmmc-training-balanced.cmmc-training-comprehensive
CMMC Training Dataset - Comprehensive Variant
Dataset Description
This is the Comprehensive variant of the CMMC (Cybersecurity Maturity Model Certification) training dataset, containing 11,279 high-quality training examples from the complete NIST CMMC publication library.
Dataset Characteristics
Total Examples: 11,279 (9,023 train / 2,256 validation)
Source Documents: 381 NIST publications
CMMC Levels Covered: Level 1, Level 2, Level 3
CMMC Domains: All 17… See the full description on the dataset page: https://huggingface.co/datasets/ethanolivertroy/cmmc-training-comprehensive.cmmc-training-data-2026-08-31
[!WARNING]
EXPIRED VERSION. This release has been superseded by
Nathan-Maine/cmmc-training-data-2026-09-16. Regulations change continuously —
do not train compliance models on this version. It remains
available for reproducibility and provenance only.
CMMC Training Data — 2026-08-31
A curated training corpus (train + validation splits) for fine-tuning small- and mid-size language models on CMMC 2.0, NIST SP 800-171/172, and related defense compliance frameworks. This is… See the full description on the dataset page: https://huggingface.co/datasets/Nathan-Maine/cmmc-training-data-2026-08-31.cmmc-training-data-2026-q2
[!WARNING]
EXPIRED VERSION. This release has been superseded by
Nathan-Maine/cmmc-training-data-2026-08-31. Regulations change continuously —
do not train compliance models on this version. It remains
available for reproducibility and provenance only.
CMMC Training Data — Q2 2026
A curated training corpus (train + validation splits) for fine-tuning small- and mid-size language models on CMMC 2.0, NIST SP 800-171/172, and related defense compliance frameworks. This is training… See the full description on the dataset page: https://huggingface.co/datasets/Nathan-Maine/cmmc-training-data-2026-q2.cmmc-training-data-2026-09-16
CMMC Training Data — 2026-09-16
A curated training corpus (train + validation splits) for fine-tuning small- and mid-size language models on CMMC 2.0, NIST SP 800-171/172, and related defense compliance frameworks. This is training data, not an evaluation benchmark — see the warning below on keeping training and evaluation strictly separate.
Version: 2026-09-16
Valid through: September 29, 2026
Next release: September 30, 2026
License: CC-BY-4.0
Author: Nathan Maine… See the full description on the dataset page: https://huggingface.co/datasets/Nathan-Maine/cmmc-training-data-2026-09-16.cmmc-training-data-2026-q2
CMMC Training Data — Q2 2026
Version: 2026-q2
Valid through: June 30, 2026
Next release: July 1, 2026 (Q3 2026)
License: CC-BY-4.0
Publisher: Memoriant, Inc.
What This Is
A curated corpus of chat-formatted training examples covering CMMC 2.0, NIST SP 800-171, and related defense compliance frameworks. Examples are in OpenAI chat format (system/user/assistant) and are suitable for fine-tuning small- and mid-size language models for compliance Q&A, definitional lookup… See the full description on the dataset page: https://huggingface.co/datasets/memoriant/cmmc-training-data-2026-q2.cmmc-benchmark-v1-preview-2026-q2
CMMC Benchmark v1 Preview — Q2 2026
Version: 2026-q2
Tier: v1 Preview (46 questions)
Purpose: Methodology sample — NOT a real evaluation
Valid through: June 30, 2026
Next release: July 1, 2026 (Q3 2026)
License: CC-BY-4.0
Author: Nathan Maine
What This Is
A 46-question preview of the CMMC compliance-AI benchmark methodology. This is NOT a full evaluation — it is a small sample intended to show how this benchmark structures compliance AI testing.
v1 is the… See the full description on the dataset page: https://huggingface.co/datasets/Nathan-Maine/cmmc-benchmark-v1-preview-2026-q2.cmmc-benchmark-v2-spotcheck-2026-q2
CMMC Benchmark v2 Spot Check — Q2 2026
Version: 2026-q2
Tier: v2 Spot Check (454 questions)
Purpose: Triage tool — catch obvious failures before committing to full evaluation
Valid through: June 30, 2026
Next release: July 1, 2026 (Q3 2026)
License: CC-BY-4.0
Author: Nathan Maine
What This Is
A 454-question spot check for evaluating compliance AI systems against CMMC 2.0, NIST SP 800-171/172, and DFARS knowledge. "Spot check" is deliberate terminology — v2 is… See the full description on the dataset page: https://huggingface.co/datasets/Nathan-Maine/cmmc-benchmark-v2-spotcheck-2026-q2.cmmc-benchmark-v3-comprehensive-2026-q2
CMMC Benchmark v3 Comprehensive — Q2 2026
Version: 2026-q2
Tier: v3 Comprehensive (1,273 questions, 15 evaluation dimensions)
Purpose: The full, authoritative evaluation for compliance AI
Valid through: June 30, 2026
Next release: July 1, 2026 (Q3 2026)
License: CC-BY-4.0
Author: Nathan Maine
What This Is
This is the comprehensive tier of the CMMC Compliance Benchmark suite: 1,273 questions across 15 evaluation dimensions, covering the full scope of CMMC 2.0 /… See the full description on the dataset page: https://huggingface.co/datasets/Nathan-Maine/cmmc-benchmark-v3-comprehensive-2026-q2.cmmc-benchmark-v1-preview-2026-q2
CMMC Benchmark v1 Preview — Q2 2026
Version: 2026-q2
Tier: v1 Preview (46 questions)
Purpose: Methodology sample — NOT a real evaluation
Valid through: June 30, 2026
Next release: July 1, 2026 (Q3 2026)
License: CC-BY-4.0
Publisher: Memoriant, Inc.
What This Is
A 46-question preview of the Memoriant Industrial Benchmark methodology. This is NOT a full evaluation — it's a small sample intended to show you how Memoriant structures compliance AI testing.
v1 is the… See the full description on the dataset page: https://huggingface.co/datasets/memoriant/cmmc-benchmark-v1-preview-2026-q2.cmmc-benchmark-v2-spotcheck-2026-q2
CMMC Benchmark v2 Spot Check — Q2 2026
Version: 2026-q2
Tier: v2 Spot Check (454 questions)
Purpose: Triage tool — catch obvious failures before committing to full evaluation
Valid through: June 30, 2026
Next release: July 1, 2026 (Q3 2026)
License: CC-BY-4.0
Publisher: Memoriant, Inc.
What This Is
A 454-question spot check of compliance AI systems. "Spot check" is deliberate terminology — v2 is targeted sampling, not comprehensive evaluation.
v2 is a triage tool, not… See the full description on the dataset page: https://huggingface.co/datasets/memoriant/cmmc-benchmark-v2-spotcheck-2026-q2.cmmc-benchmark-v3-comprehensive-2026-q2
CMMC Benchmark v3 Comprehensive — Q2 2026
Version: 2026-q2
Tier: v3 Comprehensive (1,273 questions, 15 evaluation dimensions)
Purpose: The authoritative evaluation for compliance AI
Valid through: June 30, 2026
Next release: July 1, 2026 (Q3 2026)
License: CC-BY-4.0
Publisher: Memoriant, Inc.
What This Is
The Memoriant Industrial Benchmark v3 — the comprehensive evaluation framework for compliance AI systems. 1,273 questions across 15 evaluation dimensions… See the full description on the dataset page: https://huggingface.co/datasets/memoriant/cmmc-benchmark-v3-comprehensive-2026-q2.
