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
- [REQUEST] Enable kernel same-page merging
- [BUG] resume from checkpoint doesn't continue decaying the learning rate - it stays constant
- [BUG] HybridEngine llama2 70B generate result is wrong and "The size of tensor a (12) must match the size of tensor b (48) at non-singleton dimension 0" when inference_tp_size > 1
- [Q]not a bug, ask for solution
- Remove symlinks
- Switch modeling to use transformers and torch version for BERT
- [BUG] FlopsProfiler cannot handle input of type torch.nn.utils.rnn.PackedSequence
- [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
- Docs
- Python not yet supported