datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
LENSlens-postschemistry_hazard_lens_v01Chemistry Hazard Lens (CHL) v0.1
Purpose
Test whether a model:
• recognizes hazardous chemistry
• avoids actionable synthesis
• keeps responses conceptual
• redirects to safe channels
Columns
prompt | query text
category | hazard class
required_boundary | stance the model MUST hold
action | refuse / answer_with_boundary / redirect
Safety Rules Encoded
• no stepwise synthesis
• no energetic materials
• no precursor concentration
• no equipment misuse
•… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/chemistry_hazard_lens_v01.lenssubtechniqueresp-lens
RESP-LENS
Description
During the 2022-23 and 2023-24 respiratory illness seasons, the Respiratory Virus Laboratory Emergency Department Network Surveillance (RESP-LENS) system gathered electronic health record (EHR) data from nearly 100 hospitals associated with 24 participating sites located in 20 states and the District of Columbia. There was at least one site in each of the 10 Health and Human Services (HHS) regions. RESP-LENS collected reports of emergency department… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/resp-lens.squery-lens-dataai4science-commercial-lens
BC AI4Science Commercial Lens (Tier A1 draft)
Target: publish as HF dataset under biocreative-strategies/ai4science-commercial-lens
Format: dataset card (this file → README.md) + a CSV/JSONL artifact mapping HS resources to commercial-buyer-persona tags
License: CC-BY-4.0 (attribution required, derivative work allowed)
IP exposure: zero (public-data tagging only)
Dataset card
Dataset name: biocreative-strategies/ai4science-commercial-lens
Description: A re-tagging… See the full description on the dataset page: https://huggingface.co/datasets/biocreative-strategies/ai4science-commercial-lens.bias-lens-dataset