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] ds-model inference results go far away from that of original model (megatron ) attention-context_layer error
- [REQUEST] Faster quantization with Smoothquant
- Unstable inference of DeepSpeed-fine-tuned Stanford Alapaca
- [BUG] GPT-NeoX Inference returns nonsense
- How to implement CodeGen's Tensor Parallelism Inference based on DeepSpeed?
- [BUG] Inference fail with "mat1 and mat2 shapes cannot be multiplied" for Llama model.
- [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
- Docs
- Python not yet supported