datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Gradient-Decomposition-Assay
Gradient Decomposition Assay (GDA)
This repository contains the CSV corpus and summary tables for the Gradient Decomposition Assay, an exploratory behavioral evaluation of how frontier language models respond to an eight-vector prompt manifold ranging from benign technical tasks to adversarial compression and counterfactual/narrative reframing.
Why this repository uses multiple configurations
The CSV files in this dataset are not all the same table. The row-level… See the full description on the dataset page: https://huggingface.co/datasets/devinendorphin/Gradient-Decomposition-Assay.clinical-quad-central-lab-change-assay-drift-biomarker-noise-endpoint-misclassification-v0.1Clinical Quad Central Lab Change Assay Drift Biomarker Noise Endpoint Misclassification v0.1
Each row is a lab monthly snapshot.
Core quad
Central lab changeAssay driftBiomarker noiseEndpoint misclassification
Target
label_primary_fail_next_90d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
chEMBL_assay_desc-rawOTAR3088 ChEMBL assay descriptions raw data
_TSV file containing all articles annotated in LabelStudio. These are considered the raw outputs of curation carried out for this data.
The following EuropePMC articles were annotated here:
PMC12105127
PMC11075828
PMC11699618
PMC12101583
PMC12072392
PMC12141184
PMC10442740
PMC12115102
PMC11641291
PMC12118871
PMC11419360
PMC12081701
Annotations were completed in alignment with the following annotation guidelines:… See the full description on the dataset page: https://huggingface.co/datasets/OTAR3088/chEMBL_assay_desc-raw.