Qwen3-1.7B-teacher-note-severity

Qwen3-1.7B Teacher Note Severity

LoRA fine-tune of Qwen/Qwen3-1.7B (32K context) that classifies teacher notes about student behavior and academics. Given a note (or a running log), it outputs:

{"category": "commendation|misbehavior|academic_concern", "severity": <int -100..100>, "escalate": <bool>}

Commendations are negative; routine notes 5-55; severity >= 60 escalates to admin. Trained on synthetic data: jeremierostan/teacher-notes-severity.

Eval (held-out synthetic test, n=200)

• Band accuracy: 0.910
• Category accuracy: 0.995
• Severity MAE: 16.73
• Escalate F1: 1.000
• JSON parsable rate: 1.000