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] need some asserts instead of warnings or silence
- [REQUEST] `zero.Init` and silent skipping of custom `_init_weights` functions
- Refactor/Pydantify comms config
- Add correctness check for sharded checkpoint test
- Add validation for injection policy in inference config
- Refactor/Pydantify activation checkpointing config
- Refactor/Pydantify nebula checkpoint engine config
- [BUG] Can't load OPT-30B and OPT-66B through checkpoints.json
- [REQUEST] Ability to switch out weights when using deepspeed inference
- Migrate W8A16 Inference to Dequantization Utility
- Docs
- Python not yet supported