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
- [REQUEST] Support multiple models using deepspeed
- Concurrent generation of responses (one GPU, multiple users)
- [BUG] Deepspeed Inference Error For ~3800 Context Length and Higher
- Flops profiler does not account for overloaded operators
- [BUG] OPT-66b fails to load from Hugging Face Hub due to layers being spread out across multiple files
- [BUG] VRAM increasing after each call to model
- [REQUEST] How to redirect the info message generated by deepspeed into a local file?
- How to train a 6B model with 4*A40 (49G) and 100G CPU memory?
- [REQUEST] integrate powersgd to deepspeed
- [BUG] (NVMe Offload with Zero3) Not enough buffers 0 for swapping 1
- Docs
- Python not yet supported