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
- Different seeds are giving the exact same loss on Zero 1,2 and 3 during multi gpu training [BUG]
- Issue with LoRA Tuning on llama3-70b using PEFT and TRL's SFTTrainer
- [BUG] 1-bit LAMB not compatible with bf16
- [BUG] Regression: 0.14.3 causes grad_norm to be zero
- [ERROR] [launch.py:321:sigkill_handler] exits with return code = -11
- [BUG] inference ValueError
- [BUG] Using and Building DeepSpeedCPUAdam
- Getting parameters of embeddings （safe_get_local_fp32_param）and setting the weight of embeddings （safe_set_local_fp32_param） does not work (bug?).
- [BUG] 'Invalidate trace cache' with Seq2SeqTrainer+predict_with_generate+Zero3
- Fail to use zero_init to construct llama2 with deepspeed zero3 and bnb!
- Docs
- Python not yet supported