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
- Persist ZeRO-3 HybridMegatron QKV layout changes
- Fix ZeRO checkpoint DP merge on scalar optimizer state
- Fix Comet samples_log_interval docstring typo
- Checkpoint the curriculum data sampler's own RNG state
- Fix-FP16-ZeRO-Stage-0-loss-Scaling-In-engine.backward()
- Synchronize ZeRO-3 rollout early stopping
- Log ZeRO and parallelism settings to monitor backends
- Add remaining parallelism rank and world-size engine APIs
- Fix zero_to_fp32 --safe_serialization on models with tied weights
- Return frozen parameters as fp32 from get_fp32_state_dict_from_zero_checkpoint
- Docs
- Python not yet supported