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Refactoring attention #1182

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merged 16 commits into from
May 8, 2024

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ShashankMosaicML
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@ShashankMosaicML ShashankMosaicML commented May 8, 2024

The following runs show that these changes do not affect the functionality of training:

  1. Text dataset:
    a. Loss curves:
Screenshot 2024-05-08 at 3 04 49 PM b. mfu: Screenshot 2024-05-08 at 3 05 15 PM c. memory Screenshot 2024-05-08 at 3 05 39 PM
  1. Finetuning hf dataset:
    a. Loss curves:
Screenshot 2024-05-08 at 4 11 09 PM b. mfu: Screenshot 2024-05-08 at 4 11 30 PM c. memory: Screenshot 2024-05-08 at 4 11 54 PM
  1. Finetuning streaming dataset:
    a. Loss curves: Screenshot 2024-05-08 at 4 17 56 PM
    b. mfu:
Screenshot 2024-05-08 at 4 18 24 PM c. memory: Screenshot 2024-05-08 at 4 18 45 PM

@ShashankMosaicML ShashankMosaicML requested review from dakinggg, mvpatel2000 and vchiley and removed request for dakinggg May 8, 2024 01:05
Co-Authored-By: Vitaliy Chiley <vitaliy.chiley@databricks.com>
Co-Authored-By: Cheng Li <cheng.li@databricks.com>
@ShashankMosaicML ShashankMosaicML removed the request for review from vchiley May 8, 2024 01:19
ShashankMosaicML and others added 6 commits May 7, 2024 18:21
Co-Authored-By: Vitaliy Chiley <vchiley@me.com>
Co-authored-by: Vitaliy Chiley <vitaliy.chiley@databricks.com>
Co-authored-by: Vitaliy Chiley <vchiley@me.com>
adding co-authors
Co-authored-by: Vitaliy Chiley <vitaliy.chiley@databricks.com>
Co-authored-by: Vitaliy Chiley <vchiley@me.com>
Co-authored-by: Cheng Li <cheng.li@databricks.com>
Co-authored-by: Cheng Li <@cli99>
Co-authored-by: Vitaliy Chiley <vitaliy.chiley@databricks.com>
Co-authored-by: Vitaliy Chiley <vchiley@me.com>
Co-authored-by: Vitaliy Chiley <vitaliy.chiley@databricks.com>
Co-authored-by: Vitaliy Chiley <vchiley@me.com>
Co-authored-by: Cheng Li <cheng.li@databricks.com>
@ShashankMosaicML ShashankMosaicML marked this pull request as ready for review May 8, 2024 01:45
llmfoundry/models/mpt/modeling_mpt.py Outdated Show resolved Hide resolved
llmfoundry/models/layers/blocks.py Outdated Show resolved Hide resolved
ShashankMosaicML and others added 3 commits May 8, 2024 10:03
Co-authored-by: Daniel King <43149077+dakinggg@users.noreply.github.com>
Co-authored-by: Cheng Li <pistasable@gmail.com>
@ShashankMosaicML ShashankMosaicML merged commit ac563e6 into mosaicml:main May 8, 2024
9 checks passed
@ShashankMosaicML ShashankMosaicML deleted the refactor_attention branch May 8, 2024 23:19
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2 participants