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] KeyError: 'LOCAL_RANK'
- On Memory Consumption for Prefix Tuning
- BERT-Large can't fit in VRAM 16G，RAM 64G
- [REQUEST] Any plan to refactor those huge classes?
- [BUG] Sparse Attention with block sizes < 16
- [REQUEST] Sparse Attention FP32 support
- [Question] Deploying Mixture of Expert Model with expert-only parallelism
- Why is Pipeline parallelism not compatible with ZeRO-2 and ZeRO-3?
- [BUG] moe model training on 2nodes would fail if using RDMA
- [BUG] `load_checkpoint` fails after deepspeed engine started training
- Docs
- Python not yet supported