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] Add support for EXAONE 4.0 models
- Failing to build with DS_BUILD_OPS=1 due to missing nccl.h file
- Does the open-source code for FastPersist include the last two optimizations mentioned in the paper, "parallelizing checkpoint writes over DP ranks and pipelining checkpoint writes"?
- [REQUEST] Add automatic logging of parallelism and ZeRO config to WandbMonitor
- Support for 5060GPU on Cuda 12.8 and python 3.11.11
- [BUG] ZeRO-3 with HuggingFace Transformers: Gathered Parameters in Forward Pass Not Released Promptly
- [BUG] Rank index out of range during BWD when sp_size < world_size
- [BUG] Can not use deepspeed.layer.moe
- compile error / linear_kernels_cuda.cu(127)
- [BUG] Significant Performance Difference between DeepSpeed's zero_stage=1 and zero_stage=2
- Docs
- Python not yet supported