AiSpace¶
AiSpace provides highly configurable framework for deep learning model development, deployment and conveniently use of pre-trained models (bert, albert, opt, etc.).
Features¶
- Highly configurable, we manage all hyperparameters with inheritable Configuration files.
- All modules are registerable, including models, dataset, losses, optimizers, metrics, callbacks, etc.
- Standardized process
- Multi-GPU Training
- Integrate multiple pre-trained models, including chinese
- Simple and fast deployment using BentoML
- Integrated Chinese benchmarks CLUE