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]: Add Meta-Transformer: A Unified Framework for Multimodal Learning
- Fix assert on Lamb optimizers with BF16
- [BUG] OpenMPI launcher has hard-coded values for network interface
- [BUG] Training gets stuck when model starts training
- [Question] Duplicate data parallel group names with mixture of experts (MoE) implementation
- [REQUEST] Confusion about communication time reduction when sequence length increases
- [BUG] RecursionError: maximum recursion depth exceeded while calling a Python object
- [BUG] Unable to run my model with Tensor Parallelism
- LAMB requires dynamic loss scaling
- 【Question】How deepspeed allocates data according to different GPUs. For example, I have two types of GPUs: 16G and 32G
- Docs
- Python not yet supported