Laya medical specialty decision model
Laya medical specialty classifies clinical notes with Snapcall. Check its open weights, held-out test results, label scope and calibration limits.
By AI Anytime · Hugging Face weight upload, 19:54:59 UTC: 11 Nov 2026
A Laya fine-tune that assigns clinical notes to a fixed menu of medical-specialty and document-type labels. Snapcall supplies the loader and System One server. Its published test concerns document classification; it does not validate diagnosis or clinical care.
Quick answers
What is Laya medical specialty by AI Anytime?
Laya medical specialty: A Laya fine-tune that assigns clinical notes to a fixed menu of medical-specialty and document-type labels.
Who makes Laya medical specialty?
Facts
- Base
- convaiinnovations/laya, fully fine-tuned with Snapcall
- Inputs
- AI Anytime reports text-only choice classification over 40 supplied labels
- Access
- Public backbone and decision-head safetensors; load or serve with Snapcall
- Training
- AI Anytime reports 4,023 training, 447 validation and 496 test examples from galileo-ai/medical_transcription_40
- Licence
- Apache-2.0 according to the card; dataset terms remain separate
Claims and sources
- AI Anytime reports 64.31% test accuracy, macro-F1 0.5706 and 15-bin ECE 0.0480 on 496 examples. Temperature scaling uses the validation split; calibration must be checked again on new traffic. vendor reportedsource
Links
Source: Card and weights → Source: Evaluation record → Source: Training and serving toolkit →
Related projects
Snapcall training and serving trains, loads and serves this checkpoint.