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
- Expected all tensors to be on the same device... using quantized model with deepspeed zero3
- PyTorch Lightning FSDP takes more memory than PyTorch FSDP
- Training stuck when running on Slurm with multiprocessing
- Support TorchEval
- How to use BackboneFinetuning callback?
- Tensor Disappear.
- Mixing the order of `--config` and `fit` in LightningCLI can cause confusion
- No module named 'flash.core' and mentionning packages versions
- Modules with `nn.Parameter` not Converted by Lightning Mixed Precision
- Allow overriding the initial batch/step index, for when resuming training.
- Docs
- Python not yet supported