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
- List Of Supported Models For DeepSpeed Inference; Add MPT And Falcon Inference Support[REQUEST]
- [REQUEST] Saving model weights only in checkpoints
- [BUG]How to save multiple models after a certain step
- [REQUEST] How to do 3D Parallelism for HuggingFace Models?
- How to save DS Zero model weights in meta tensor format for DS Inference
- [BUG] instruction/information about the max model size can be trained given a compute budget
- where is pretrain_zeropp_gpt.py
- [REQUEST] injection_policy for GPTBigCode model
- [BUG] DeepSpeed checkpointing partitioning modifies input tensor shape which cannot be reused
- [BUG]Zero stage3 can not save model weights correctly!
- Docs
- Python not yet supported