Neural Transcription Performance Analysis
Initial findings on large-v3-turbo model efficiency in specialized knowledge domains.
This research log tracks the optimization process of our local Whisper implementation.
Observations
- Latency: large-v3-turbo shows a 40% reduction in processing time compared to the medium model.
- Accuracy: Recognition of specialized theological and mathematical terminology remains consistent.
- VRAM Utilization: Peak usage at 5.2GB on RTX 2070.
Next Steps
Investigating environmental isolation to prevent CUDNN version mismatches during concurrent SDXL execution.