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
- Switch what versions of python are supported
- [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?).
- does DeepSpeed support AMSP (a new DP shard strategy)
- [BUG] 'Invalidate trace cache' with Seq2SeqTrainer+predict_with_generate+Zero3
- Fail to use zero_init to construct llama2 with deepspeed zero3 and bnb!
- [BUG] oneapi/ccl.hpp: No such file or directory.
- [BUG] Running llama2-7b step3 with tensor parallel and HE fails due to incompatible shapes
- Inference with the MoE based GPT model trained by ds_pretrain_gpt_345M_MoE128.sh [BUG]
- [BUG] File not found in autotuner cache in multi-node setting on SLURM
- Docs
- Python not yet supported