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hash verification for datasets used in vision transformer and neuralchat finetuning workflow interface examples #936

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Adding hash verification steps in the Vision Transformer and NeuralChat Finetuning workflow interface examples

  • for vision transformer, used openfl.utilities.validate_file_hash
  • for neuralchat, creating custom hash validation function with a hash.txt file because it was to validate multiple files (though in retrospect, could have just ran a loop with validate_file_hash instead, let me know the preference)

Additional minor change

  • for neuralchat example, removed cell for installing ITREX and neuralchat dependencies in favor of linking to repository installation guide. easier for a user to stay up to date on dependencies this way, especially if the notebook installs the latest openfl and workflow interface requirements

Signed-off-by: kta-intel <[email protected]>
Signed-off-by: kta-intel <[email protected]>
Signed-off-by: kta-intel <[email protected]>
@psfoley psfoley merged commit 3d88229 into securefederatedai:develop Mar 4, 2024
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manuelhsantana pushed a commit that referenced this pull request Jul 10, 2024
…hat finetuning workflow interface examples (#936)

* hash verification

Signed-off-by: kta-intel <[email protected]>

* seeding cell got removed, re-adding it

Signed-off-by: kta-intel <[email protected]>

* lint fix

Signed-off-by: kta-intel <[email protected]>

* sha384 and simplying hash computing

Signed-off-by: kta-intel <[email protected]>

* pep8 guideline fix

Signed-off-by: kta-intel <[email protected]>

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Signed-off-by: kta-intel <[email protected]>
Signed-off-by: manuelhsantana <[email protected]>
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2 participants