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
- Inconsistent usage of paths in the experimental loggers
- The breadcrumb navigation is wrong.
- Make logging_mode (`on_step` or `on_epoch`) available to loggers
- MPS Mixed-precision Autocast
- Activation config for callbacks
- PaliGemma fine-tuning - error with distributed training
- Error learning rate when load ckpt for cotinue training if check_val_every_n_epoch > 1
- Synchronize validation and test logging
- Loading checkpoint before fabric.setup(model) gets abnormal loss when using fabric.init_module()
- Model diverges or struggles to converge with complex-valued tensors in DDP
- Docs
- Python not yet supported