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] File not found in autotuner cache in multi-node setting on SLURM
- [BUG] RuntimeError encountered when generating tokens from a Meta-Llama-3-8B-Instruct model initialized with 4-bit or 8-bit quantization
- Deepspeed stage 3 hanging after 1st validation sample
- Deepspeed zero3 + qlora arise problem! Params didn't sharded first before load to each GPU!
- [BUG] 4-bit quantized models would repeatedly generate the same tokens when bf16.enabled is true
- [BUG] is_zero_init_model is always False when I'm using zero_init!
- [BUG] RuntimeError encountered when generating tokens from a DeepSpeedHybridEngine initialized with 4-bit quantization.
- Hybrid Offloading for ZeRO3
- [BUG] RuntimeError: Error building extension 'fused_adam' Loading extension module fused_adam
- [BUG] Pipeline Dataloader Sampler: `shuffle=False`
- Docs
- Python not yet supported