Datasets:

jxx123
/

loop-distill-data

Modalities:

Text

Formats:

Size:

Tags:

Libraries:

License:

Dataset card Data Studio Files Files and versions

xet

Community

loop-distill-data / README.md

jxx123

Upload README.md with huggingface_hub

0279583 verified 2 months ago

preview code

Raw History Blame Contribute Delete

1.13 kB

metadata

license: apache-2.0
tags:
  - type-1-diabetes
  - closed-loop-insulin
  - policy-distillation
  - simglucose

loop-distill-data — Gemini→Qwen insulin-control distillation SFT (simulator)

Chat-format SFT (system / user-state / assistant action+reasoning) distilling a gemini-3-flash-preview insulin controller. All states here are from the simglucose simulator (virtual patients) — no real-patient data. IOB is provided in the prompt; actions = basal/bolus chunks + a concise clinical rationale.

file	rows	provenance
`distill_sft_v15.jsonl`	10,182	simglucose rollouts + Gemini labels (+ child DAgger)
`distill_sft_v16.jsonl`	10,984	v15 + Gemini-relabelled announced-child over-dose states

Held-out patients (adult#007-009, adolescent#008-010, child#008-010) excluded from training. distill_sft_v16.jsonl trained jxx123/loop-qwen35-4b (Qwen3.5-4B, Gemini parity 9/9). Research/simulation only — not a medical device.

Note: real-patient-derived distill data (from de-identified Nightscout traces) is kept OFF HuggingFace by policy and lives only in the private repo/infra.