Stage 4 of the Clinical ASR Flywheel.
Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and offline cycle N+1 re-eval. NOT for generic word boosting (use /finetune-asr).This is the skill's description: the text your AI reads to decide when the skill applies.
nvidia-digital-health-clinical-asr-finetune/SKILL.md
---
name: "digital-health-clinical-asr-finetune"
description: "Stage 4 of the Clinical ASR Flywheel. Use when priority KER is above 0.3 to run stock NeMo SFT on Parakeet TDT v2 and offline cycle N+1 re-eval. NOT for generic word boosting (use /finetune-asr)."
version: "1.0.0"
author: "Ben Randoing <brandoing@nvidia.com>"
tags:
- clinical-asr
- finetune
- sft
- nemo
- parakeet
- flywheel
tools:
- Read
- Write
- Bash
- Skill
license: Apache-2.0
compatibility: "Requires a CUDA host (24 GB VRAM comfortable, 16 GB workable with batch_size=4), the NeMo container (nvcr.io/nvidia/nemo:25.11.01), and the finetune-asr + riva-asr-custom skills installed alongside this one. No local GPU? Use Brev. NVIDIA_API_KEY required for the offline cycle N+1 eval round-trip and for any NIM deploy."
metadata:
author: "Ben Randoing <brandoing@nvidia.com>"
tags:
- clinical-asr
- flywheel
- finetune