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
- multiple runs on same machine, with ctrl+c, all runs are killed
- AssertionError: no sync context manager is incompatible with gradientpartitioning logic of ZeRo stage 3
- [REQUEST] Let ZeRO-offload use CPU and GPU parallelly
- [BUG] [Fix-Suggested] KeyError in stage_1_and_2.py Due to Optimizer-Model Parameter Mismatch
- [BUG] [Fix-Suggested] ZeRO Stage 3 Overwrites Module ID Attribute Causing Incorrect Expert Placement on GPUs
- grad is None
- [BUG] [ROCm] Fine-tuning DeepSeek-Coder-V2-Lite-Instruct with 8 MI300X GPUs results in c10::DistBackendError
- [BUG]Issue with Zero Optimization for Llama-2-7b Fine-Tuning on Intel GPUs
- [BUG] pipeline parallelism+fp16+moe isn't working
- [REQUEST] Some questions about deepspeed sequence parallel
- Docs
- Python not yet supported