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
- Sparse Attention, Triton v1.0.0 and CUDA drivers v12+
- Stall during code execution and continuous increase in CPU usage
- [BUG]deepspeed-chat training error on v100 * 8:RuntimeError: output tensor must have the same type as input tensor
- cudaMemcpyAsync run a long time on backword
- [BUG] Mixtral inference OOM
- [REQUEST] Is it possible to run zero inference with cpu offloading on two separate computers?
- Add Cache to Comm Group
- llama2-13b-tp8 long sentence input error.[BUG]
- Retrieve CUDA available memory via `torch.cuda.mem_get_info()`
- [BUG] ZeRO++ is broken: `zero_quantized_weights` fails
- Docs
- Python not yet supported