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
- Trainer's current_epoch is not updated at on_fit_start when loading from a checkpoint
- Support model size calculation for FSDP & DeepSpeed (stage-3)
- Integrate Intel Neural Compressor tool to quantize fp32 model
- Refactor distributed_sampler update in `data_connector.py` for distributed strategy
- Deepspeed Doesn't Help Save Vram
- Support Apache TVM export
- SimpleProfiler not working on windows
- Feature request: FSDP native strategy for TPUs
- ONNX runtime integration documentation
- lr_find crashes with Deepspeed
- Docs
- Python not yet supported