datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
FDAbench-Full
v1.1 Update (2026-08-06) — multiple split
Strengthened the cross-source requirement that multiple-choice tasks are designed
around (selecting all correct options should require integrating both the SQL
result and the retrieved documents): 264 of 760 tasks were revised, with task IDs,
databases, and gold SQL unchanged. Documents-only accuracy drops from 61.5% to
38.7% while full-evidence accuracy stays at 80.6% (3 frontier models, strict
exact set match).
Diversified the number… See the full description on the dataset page: https://huggingface.co/datasets/FDAbench2026/FDAbench-Full.Fdabench-Lite
v1.1 Update (2026-08-06) — multiple split
Synced with FDABench-Full v1.1: all 49 multiple-choice tasks now carry the revised
question/option text and answer keys. The revision strengthens the cross-source
requirement (answering requires combining the SQL result with the retrieved
documents), diversifies the number of correct options, removes answer-count hints,
and balances option-style signals. Task IDs, databases, and gold SQL are unchanged.
See the FDABench-Full dataset card… See the full description on the dataset page: https://huggingface.co/datasets/FDAbench2026/Fdabench-Lite.cannabis-fda-extractive-pilot
FDA Cannabis Extractive Experimental Pilot
Experimental, automatically screened, unreviewed draft dataset. This dataset is not medical advice, is not production-ready, and must not be represented as clinician-reviewed, legally cleared, or suitable for patient-facing systems.
This small English conversational dataset was created to test an auditable Gemma 4 fine-tuning pipeline. It contains exact answer passages from captured FDA pages about CBD/cannabis safety, paired with… See the full description on the dataset page: https://huggingface.co/datasets/aznatkoiny/cannabis-fda-extractive-pilot.fda-import-alert-red-list
FDA import alert red lists: firms subject to detention without physical examination
Canonical, always-current version: https://referencesource.org/fda-import-alert-red-list/
Machine-readable: https://referencesource.org/fda-import-alert-red-list/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-06
Stale after: 2026-10-05 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 424
Which foreign… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/fda-import-alert-red-list.fda-nutrient-content-claim-criteria
FDA nutrient content claim qualification criteria
Canonical, always-current version: https://referencesource.org/fda-nutrient-content-claim-criteria/
Machine-readable: https://referencesource.org/fda-nutrient-content-claim-criteria/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-17
Stale after: 2027-08-17 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 90
Numeric thresholds that qualify a food… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/fda-nutrient-content-claim-criteria.fda-warning-lettersfda-facility-compliance-intelligence
FDA Facility Compliance Intelligence
Version: 1.0.0 | Records: 132,080 | Price: $3,500 | Source: FDA (public domain)
Dataset Summary
The dataset's core signal — whether a facility's inspections escalated to a Warning Letter — tracks FDA's own severity classifications: facilities whose most recent inspection was OAI have escalated to a Warning Letter 65.7% of the time, versus 2.5% for NAI — a ~26× relationship you can reproduce directly from this file (GROUP BY… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/fda-facility-compliance-intelligence.fda-warning-letter-escalation
FDA Warning Letter Escalation Dataset
Version: 1.0.0 | Records: 14,810 | Price: $2,000 | Source: FDA (public domain)
Dataset Summary
The dataset's core signal — whether an inspection escalated to a Warning Letter — is validated against FDA's own severity classifications: OAI inspections escalate at 64% versus 1.7% for NAI, a 39× relationship that confirms the data reflects real regulatory behavior.
The 14,810 inspections that escalated to enforcement — every… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/fda-warning-letter-escalation.sdf-data-fda_approvalfda-inspection-escalation-dataset
FDA Inspection & Escalation Dataset
Version: 1.0.0 | Records: 271,609 | Price: $2,500 | Source: FDA (public domain)
Dataset Summary
The dataset's core signal — whether an inspection escalated to a Warning Letter — is validated against FDA's own severity classifications: OAI inspections escalate at 64% versus 1.7% for NAI, a 39× relationship that confirms the data reflects real regulatory behavior.
Every FDA inspection on record — 271,609 inspections — enriched… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/fda-inspection-escalation-dataset.journalism
Domain Dataset Grower
This dataset was generated by distilabel as a domain specific dataset for the domain of farming. The dataset used this seed data to generate the samples. The seed data was define by a domain expert and the generated data can be reviewed in this Argilla space here: Argilla
If you want to define a domain specific seed dataset for your own domain, you can use the distilabel tool to generate the dataset, and seed your dataset here
journalism… See the full description on the dataset page: https://huggingface.co/datasets/fdaudens/journalism.fdAkmxMTmp0tPAHDfda-drug-recalls-2023-gpt
Structured FDA Drug Recalls — GPT-Enriched (2023)
This dataset contains structured FDA drug recall information for 2023. The data was extracted from FDA enforcement reports and enriched using GPT-4 to provide machine-readable formats in both CSV and JSON.
Included Fields:
Recall number
Classification (I, II, III, or Pending)
Product description
Manufacturer
Reason for recall (summarized)
Lot/expiration info
Distribution geography
Event initiation and enforcement dates… See the full description on the dataset page: https://huggingface.co/datasets/michaelrrosemba/fda-drug-recalls-2023-gpt.fda-high-risk-facilities-watchlist
FDA High-Risk Facilities Watchlist
Version: 1.0.0 | Records: 4,574 | Price: $1,500 | Source: FDA (public domain)
Dataset Summary
Every facility on this watchlist carries a composite risk score of ≥ 50, and 84.8% have already escalated to a Warning Letter or stronger enforcement action — both figures reproduce directly from the shipped file. This is the regulatory tail: the facilities with the most serious and most recent FDA exposure.
A focused watchlist of the 4… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/fda-high-risk-facilities-watchlist.fdaqwe