deepspeed
https://github.com/microsoft/deepspeed
Python
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
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- Issues
- [BUG][stage3] using torch.utils.checkpoint in unet_3d_blocks causes weights size [0] error
- support zero++ for stable diffusion training
- [BUG] ZeRO Stage 3 is consuming more memory than Stage 2 when using DeepSpeed-Chat
- [REQUEST] Training with multiple optimizer
- Add falcon-180b support
- [BUG] Actor model generates nothing in step3
- [BUG]RuntimeError: The size of tensor a (3072) must match the size of tensor b (4096) at non-singleton dimension 0
- [BUG] DeepSpeedTransformerInference throws kernel execution error.
- [BUG] zero2 and zero3 has different behavior using the same hyperparameter to train a large model
- Does DeepSpeed support OpenFlamingo (or other VL models)?
- Docs
- Python not yet supported