ctms
Datasets
All datasets matching “ctms”ctms-multitask-sft-v6
CTMS Multi-task SFT — V6
A matched pair of corpora for a clinical-trial-management text-to-SQL agent, differing in
exactly one variable: whether generate_sql rows carry a <think> reasoning trace.
run_a (control)
run_b (traced)
total
23,049
23,049
train / val / test
18,698 / 2,172 / 2,179
18,698 / 2,172 / 2,179
traced train SQL rows
0
10,125 (81.0%)
gold SQL
identical, byte-for-byte
identical, byte-for-byte
Tasks
task
n… See the full description on the dataset page: https://huggingface.co/datasets/persistent-fm/ctms-multitask-sft-v6.ctms-multitask-sft-v3
CTMS Multi-Task SFT — V3 (uppercase-Snowflake)
Supervised fine-tuning corpus for a Clinical Trial Management System (CTMS) analytics assistant, spanning
7 tasks over a 122-table CTMS schema. This is the V3 build: all SQL uses unquoted identifiers
that resolve against the uppercase-identifier Snowflake schema DUMMY_FORTREA_AI_MODEL.FORTREA_AI_MODEL_V3_CAP.
Data is fully synthetic (generated from a CTMS data generator). It contains no real patient,
investigator, or trial data.… See the full description on the dataset page: https://huggingface.co/datasets/persistent-fm/ctms-multitask-sft-v3.ctms-multitask-sft-v10-2