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] Multi-gpu stuck when the computation graph is not complete for wach process.
- In distributed training, in order to continue training, an error occurred when loading model checkpoints after saving them.
- [BUG] Learning rate scheduler and optimizer logical issue
- [REQUEST] Asynchronous Checkpointing
- [REQUEST] Does Universal Checkpoint supports for MoE Checkpoint?
- Different seeds are giving the exact same loss on Zero 1,2 and 3 during multi gpu training [BUG]
- Issue with LoRA Tuning on llama3-70b using PEFT and TRL's SFTTrainer
- [BUG] localhost: Permission denied, please try again. with single node and multi-gpus with --autotuning run
- [BUG] 1-bit LAMB not compatible with bf16
- Tensor(hidden states)missing across GPU in Pipeline Parallelism Training[BUG]
- Docs
- Python not yet supported