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
- Multi node multi GPU sharding for inference / training Llama 405B
- [BUG] Excessive CPU and GPU Memory Usage with Multi-GPU Inference Using DeepSpeed
- [BUG] Expert parallel hangs at the last MoE layer
- [BUG] pipline engine's training stucked when zero=1
- [REQUEST]How to set Ulysses in deepspeed config json?
- does deepspeed support pure bf16 training?
- [BUG] Multi-node fine-tuning with thunderbolt
- [BUG] I can't run fp8 with pipeline parallel
- [BUG] Multi-gpu stuck when the computation graph is not complete for wach process.
- [REQUEST] Asynchronous Checkpointing
- Docs
- Python not yet supported