Hospital Name

Department

Doctor Name

SIP Number

STT Model Whisper Large v3 (Fine-tuned ID-Medical) Whisper Large v3 (Base) Whisper Medium (ID)

Diarization Model PyAnnote 3.1 (Speaker Diarization) NeMo MSDD

Audio Enhancement DeepFilterNet v3 (Noise Reduction) RNNoise Disabled

Language Bahasa Indonesia (Medical) English (Medical) Auto-detect

Model Status: Running on A100 (On-Premise)

GPU Utilization: 34% · VRAM: 18.2 / 80 GB · Inference: 2.8s avg

Clinical Note Model Qwen3-8B (Fine-tuned Medical-ID) Qwen3-4B (Medical-ID Lite) Llama 3.1 8B (Medical)

ICD-10 Coding Model Qwen3-4B (ICD-10/INA-CBG Fine-tuned) Qwen3-8B (Medical General)

NER / Entity Extraction GLiNER Medical (Fine-tuned ID) SpaCy + Custom NER

Serving Engine vLLM v0.6.x (Recommended) llama.cpp (CPU fallback) TGI