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[User guides] Add user guides for DeepSpeed and Accelerate #38513

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woshiyyya
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@woshiyyya woshiyyya commented Aug 16, 2023

Why are these changes needed?

Rendered doc: https://anyscale-ray--38513.com.readthedocs.build/en/38513/

Ray Train -> More Frameworks -> Accelerate Guide & DeepSpeed Guide

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
    • I've added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
    • Unit tests
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    • This PR is not tested :(

Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
@woshiyyya woshiyyya force-pushed the train/deepspeed_accelerate_userguides branch from c30c8fd to decfae0 Compare August 17, 2023 01:45
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
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woshiyyya and others added 6 commits August 17, 2023 10:21
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: Yunxuan Xiao <yunxuanx@anyscale.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
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Below is a simple example of ZeRO-3 training with DeepSpeed only.

.. dropdown:: Code example
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Love this!

woshiyyya and others added 4 commits August 17, 2023 15:46
Co-authored-by: matthewdeng <matthew.j.deng@gmail.com>
Signed-off-by: Yunxuan Xiao <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: matthewdeng <matthew.j.deng@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>
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Looks great! Thanks so much :)

@matthewdeng matthewdeng merged commit e78b0ef into ray-project:master Aug 19, 2023
112 of 119 checks passed
arvind-chandra pushed a commit to lmco/ray that referenced this pull request Aug 31, 2023
…ct#38513)

Signed-off-by: Yunxuan Xiao <yunxuanx@anyscale.com>
Signed-off-by: e428265 <arvind.chandramouli@lmco.com>
vymao pushed a commit to vymao/ray that referenced this pull request Oct 11, 2023
…ct#38513)

Signed-off-by: Yunxuan Xiao <yunxuanx@anyscale.com>
Signed-off-by: Victor <vctr.y.m@example.com>
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3 participants