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MoE inference + PR-MoE model support #1705

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Merged
jeffra merged 7 commits into from
Jan 19, 2022
Merged

MoE inference + PR-MoE model support #1705

jeffra merged 7 commits into from
Jan 19, 2022

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@jeffra jeffra commented Jan 18, 2022

  • MoE inference support via our ds-inference API.
  • Pyramid Residual MoE (PR-MoE) which is a new style of MoE training, see our arxiv paper for more details.
  • Tutorials for these two features coming in a separate PR.

Related arXiv paper: https://arxiv.org/abs/2201.05596

yaozhewei and others added 7 commits January 14, 2022 11:53
@yaozhewei @jeffra
non standard moe support (#273)
8b82cf2 
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
@jeffra @awan-10 @RezaYazdaniAminabadi
Merge MoE-inference to Staging moe next (#282)
1477c02 
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: Ammar Ahmad Awan <ammar.awan@microsoft.com>
Co-authored-by: Reza Yazdani <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: Ammar Ahmad Awan <ammar.awan@microsoft.com>
Co-authored-by: Reza Yazdani <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
@jeffra
small fix for test_moe
b2b726e
@jeffra
fixing moe ckpt unit test to align with new API
13911e6
@jeffra
bug fix for mp-ep group creation, includes TODO for later fix
ce9ff35
@jeffra
bump to v0.6.0
c899e6e
@jeffra
simplify moe ckpt unit test
dab741a
@jeffra jeffra merged commit e46d808 into master Jan 19, 2022
@jeffra jeffra deleted the staging-moe-next-v1 branch January 19, 2022 00:25
@codertimo codertimo mentioned this pull request Apr 26, 2022
Closed
@lekurile lekurile restored the staging-moe-next-v1 branch December 16, 2022 23:31
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@jeffra @awan-10 @yaozhewei