deepspeed
https://github.com/microsoft/deepspeed
Python
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Triage Issues!
When you volunteer to triage issues, you'll receive an email each day with a link to an open issue that needs help in this project. You'll also receive instructions on how to triage issues.
Triage Docs!
Receive a documented method or class from your favorite GitHub repos in your inbox every day. If you're really pro, receive undocumented methods or classes and supercharge your commit history.
Python not yet supported9 Subscribers
Add a CodeTriage badge to deepspeed
Help out
- Issues
- [REQUEST] Enable both CPU and NVMe for optimizer
- [BUG] Mismatch between dtype settings in model and ds_config results in NaN loss
- [BUG] When initializing model_engine, if an mpu is specified, it can lead to an excessively large checkpoint size, and the checkpoint may not be convertible through the `zero_to_fp32.py` script.
- [REQUEST] Launcher mode with SSH bypass
- [BUG] Uneven work distribution caused by get_shard_size changes
- inference: remove unused _validate_args function
- [BUG] Jamba (Mamba+MoE) + ZeRO3 + LoRA training hangs
- [BUG] 3 GPUs is not as good as expectation compare with 2 GPUs; NV vs AMD performace; flash attention not support for AMD GPUs
- [BUG] Fails to finetune certain subset of parameters via torch.optim.AdamW code (not .json setting)
- [REQUEST] How to finetune ONLY certain subset of the network parameters
- Docs
- Python not yet supported