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] FlopsProfiler accumulates metrics when called multiple times
- Some question of gradient accumulation
- [BUG]Resolving OOM Issues in ConcurrenDistributed Inference of 111B Teacher Model and Distributed Training of 8B Student Model on Multi-Node H200 GPUs
- [QUESTION/HELP] ZERO3 get weight participate in loss
- [BUG] UlyssesSPDataLoaderAdapter returns duplicate data
- [BUG] Cuda failure 700 when use deepcompile with zero stage 3
- Model saved from deepspeed and accelerate cannot be loaded or incomeplete
- model save/load error using deepspeed zero3 with accelerate [model params size[0]]
- [BUG] Import Error: `name '_disable_dynamo_if_unsupported' is not defined`
- [BUG] RuntimeError: weight should have at least three dimensions
- Docs
- Python not yet supported