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] Install to Windows - fatal error LNK1181
- [BUG]Install deepspeed on the npu machine, and an error is reported during verification
- [REQUEST]I want to use CPU-based distributed approach to train a small recommendation model. Is there a demo available for me to refer ?
- [BUG] AutoTP training runs into missing gradient error
- [BUG] Memory is enough for training by using zero-3, but OOM occurred after enabling DeepCompile
- 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
- Docs
- Python not yet supported