Modal Cloud Acceleration Practical Guide
The processing speed of 50% or more can be enhanced by reasonable configuration:
- GPU Selection Strategy
Specified in modal_voice_cloning.py:- Foundation Acceleration:
gpu='T4'(Cost-effective choice) - Extreme Mode:
gpu='A100'(Processing time halved)
- Foundation Acceleration:
- Cache Optimization Tips
Modify the code to implement it:- Add:
@stub.function(keep_warm=1)Keeping the instance hot-started - Setting:
@mount_local_dirAvoid duplicate model uploads
- Add:
- Batch processing program
Use Modal Queue:with stub.run(queue_name='fast')Realization:- Parallel processing of multiple speech generation tasks
- Automatic load balancing
Note: A100 instances require contacting Modal for quota requests and are suitable for enterprise level users.
This answer comes from the articleCSM Voice Cloning: Fast Voice Cloning with the CSM-1BThe
May not be reproduced without permission:AI productivity tools " How to optimize CSM Voice Cloning for cloud speed?
