lightning
https://github.com/lightning-ai/lightning
Python
Deep learning framework to train, deploy, and ship AI products Lightning fast.
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- Issues
- RuntimeError: Only Tensors created explicitly by the user (graph leaves) support the deepcopy protocol at the moment
- Resume from checkpoint not working on multi-gpu instance
- Refactor the DeepSpeed strategy config management
- TPU related documentation updates
- Parameters and Gradient is not logged by WandB under FSDP strategy
- Simple CloudWatch logger
- `automatic_optimization=True` will terminate the training process after few iterations.
- Stepwise LR-Scheduler not working across epochs
- Error using lightning 2.0 when i use deepspeed and torch.compile both
- An example for knowledge distillation. Especially for the load the teacher model's weights , and train the student model
- Docs
- Python not yet supported