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] import deepspeed, MissingCUDAException
- [BUG] Fails to finetune certain subset of parameters via torch.optim.AdamW code (not .json setting)
- [REQUEST] How to finetune ONLY certain subset of the network parameters
- How to finetune certain portion of the whole parameter
- [BUG] Frozen Parameters not saved when bf16 enabled but are when fp16 enabled
- Rearrange inference OPS and stop using builder.load
- [BUG] Deepspeed memory allocation estimation different than real!
- Make the quantized data shape compatible with original tensor shape
- Fix training of pipeline based peft's lora model
- JIT build fails for ROCM 6.0
- Docs
- Python not yet supported