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
- SP Comm-optimization: fuse query, key, and value all-2-all for better SP perforamnce
- [BUG] Does deepspeed use early recomputation strategy?
- [BUG]init_inference() fails for diffusers
- [Question] Is CPU-only inference supported ?
- [BUG] Multi-GPU Training frozen after finishing first epoch
- [REQUEST] - Installing DeepSpeed on Windows! (Correct instructions HERE. Please update the Front page of GitHub)
- [BUG] Failure when trying to use bf16 for RLHF on ROCM -- missing qkv_gemm op.
- [REQUEST] Partial weight load on demand
- [BUG] Training hits out of memory
- [BUG] inference --prompt special inputs
- Docs
- Python not yet supported