nuroheal/nuro-signal-dataset
NuroHeal Signal Dataset A curated fine-tuning corpus for training signal-first somatic support models. Built on the NuroHeal framework, which prioritizes reading autonomic nervous system state before constructing any response. Dataset Summary 527 annotated examples across three splits, plus derived SFT and DPO training layers. Every example includes full signal annotation: somatic markers, autonomic state, signal pattern, response mode, and a hidden signal read in… See the full description on the dataset page: https://huggingface.co/datasets/nuroheal/nuro-signal-dataset.
NuroHeal Signal Dataset
A curated fine-tuning corpus for training signal-first somatic support models. Built on the NuroHeal framework, which prioritizes reading autonomic nervous system state before constructing any response.
Dataset Summary
527 annotated examples across three splits, plus derived SFT and DPO training layers. Every example includes full signal annotation: somatic markers, autonomic state, signal pattern, response mode, and a hidden signal read in strict format.
Splits
Derived Training Files
Signal Patterns (12)
frozenconflict shutdownnumbness mobilizedfear griefwave mobilizedanger attachmentalarm mobilizedrumination collapseafteractivation oscillatingactivationshutdown shameconstriction unclearpattern regulatedpresent
Response Modes (15)
signalreflection somaticlocalization nervoussystemnormalization griefsupport containment pacingdownshift statedifferentiation narrativedecentering agencyrestoration orientingquestion angerchanneling boundarysupport clarifyambiguity practicalregulationstep safetyescalation
Safety Architecture
Safety escalation examples include safetysubtype and resourcepolicy fields. Training targets use runtime slot markers {{988RESOURCE}}, {{CRISISTEXTRESOURCE}}, {{DVHOTLINE_RESOURCE}}, etc.) instead of hardcoded phone numbers. Actual resource text is injected at inference time.
Safety subtypes covered: SIplan SIpassive SIambiguous SIactive NSSI DVongoing DVescape DVcoercivecontrol DVpostongoingthreat medicaloverdose medicalemergency medicalshutdown substancecrisis angerselfalarm recklessindifference
Schema
See ONTOLOGY.md for the full signal ontology, pattern definitions, response mode specifications, and annotation guidelines.
Quota Manifests
trainquota.csv, validquota.csv, test_quota.csv in the repo root contain per-example metadata for distribution tracking.
Target Model
Designed for fine-tuning Mistral Nemo (12B) via LoRA SFT + DPO.
License
cc-by-nc-4.0 — NuroHeal nonprofit use. Not for commercial deployment.