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[doc] performance and parallelism updates #14391

Merged
merged 3 commits into from
Nov 15, 2021
Merged

[doc] performance and parallelism updates #14391

merged 3 commits into from
Nov 15, 2021

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stas00
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@stas00 stas00 commented Nov 14, 2021 •
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This PR:

  • updates the performance doc to break down all the memory used by the model (+ mentioned bitsandbytes which saves 3/4 optim memory)
  • updates the parallelism doc to introduce Varuna and expand on Sagemaker model parallelism solutions - both published a paper just recently

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sgugger approved these changes Nov 15, 2021
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Thanks a lot for this update!

docs/source/parallelism.md Outdated Show resolved Hide resolved
@stas00 stas00 merged commit 29dfb2d into huggingface:master Nov 15, 2021
@stas00 stas00 deleted the parallel-doc-update branch November 15, 2021 01:19
Albertobegue pushed a commit to Albertobegue/transformers that referenced this pull request Jan 27, 2022
@stas00
[doc] performance and parallelism updates (huggingface#14391)
3764e98 
* [doc] performance and parallelism doc update

* improve

* improve
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@sgugger sgugger sgugger approved these changes

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