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] [Fix-Suggested] KeyError in stage_1_and_2.py Due to Optimizer-Model Parameter Mismatch
- [BUG] [Fix-Suggested] Checkpoint Inconsistency When Freezing Model Parameters Before `deepspeed.initialize`
- [BUG] [Fix-Suggested] ZeRO Stage 3 Overwrites Module ID Attribute Causing Incorrect Expert Placement on GPUs
- [BUG] clip_grad_norm for zero_optimization mode is not working
- [BUG]NCCL operation timeout when training with deepspeed_zero3_offload or deepspeed_zero3 on RTX4090
- Some Demos on How to config to offload tensors to nvme device
- Fix building on Windows with presence of Triton
- Add the missing view operations from sequence parallel(async).
- Model Checkpoint docs are incorrectly rendered on deepspeed.readthedocs.io
- [BUG] max_grad_norm not effect
- Docs
- Python not yet supported