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] AttributeError: 'Linear' object has no attribute 'ds_grads_remaining'
- if no expert found in parameter that have expert in name the loop should continue
- How to use tp or tp when I traning models from transformers?
- [BUG] ZeRO-3 with `zero_quantized_weights=true` incorrectly casts bf16 inputs to fp16, causing BERT training failure
- [REQUEST] New Integration - NeptuneMonitor
- [BUG] Deepspeed-Inference: support AutoTP for Llama-4 models
- Test hangs when world_size=4 and reuse_dist_env=True on PyTorch >= 2.7.0
- [HELP] Perform backpropagation separately for the two losses and extract the corresponding gradients.
- [Roadmap] DeepSpeed Roadmap Q1 2026
- Introduce Megatron-style parallel state management
- Docs
- Python not yet supported