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
- Add Ulysses DistributedAttention compatibility
- create mininal universal checkpoint info for client state
- [BUG] Zero3: Post backward hook is not triggered for submodules whose inputs have .required_grad=False
- [manifest] update mainfest to add hpp file in csrc.
- [BUG] Why the results were inconsistent in two identical tests with config zero2 + overlap_comm
- [REQUEST] pynvml package seems to be deprecated in favor of nvidia-ml-py
- Fix deadlock in PipeEngine._exec_recv_grads
- Fix RuntimeError for moe on XPU: tensors found at least two devices
- [BUG]Why ZeroOneAdam is easy to OOM compared to Adam optimizer?
- [BUG] BertLMHeadModel.from_pretrained hangs when using zero-3 / zero3-offload
- Docs
- Python not yet supported