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Deepspeed Launcher #184

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anupam-dewan opened this issue May 26, 2023 · 0 comments
Open

Deepspeed Launcher #184

anupam-dewan opened this issue May 26, 2023 · 0 comments

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@anupam-dewan
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anupam-dewan commented May 26, 2023

Describe the feature you'd like
As LLM fine tuning demand is growing, we see many customers using a very similar framework( Hugginface, Pytorch, Deepspeed) due to added benefits and scale that comes with deepspeed.
How would this feature be used? Please describe.
Today customers have to write too much of a boiler plate code to get this working in SageMaker, shh-ing between container, waiting for the setup to make the connection between hosts and be able to then use deepspeed library for training. We belive having this OOTB from sagemaker-training-toolkit will be super useful to speed up the experimentation and model training cycles of scientists

Describe alternatives you've considered
Alternative is to build your bespoke scripts and solutions.

Additional context
I am an internal customer and currently know atleast 4 different teams ( and growing) working on very similar model.

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