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Add default config for Gretel GPT with differential privacy #433

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merged 4 commits into from
Jul 22, 2024

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Add dedicated configuration file for differentially private fine-tuning of language models on natural language data.

  • Added top-level comments explaining the config's purpose and key considerations (e.g. 10k records+ recommended)
  • Using optimized parameters for DP defaults
  • Inline comments for important parameters

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@zredlined zredlined self-assigned this Jul 22, 2024
@zredlined zredlined added the documentation Improvements or additions to documentation label Jul 22, 2024
@zredlined zredlined merged commit df2e316 into develop Jul 22, 2024
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@zredlined zredlined deleted the AW/dp-config branch July 22, 2024 19:33
thesteady pushed a commit that referenced this pull request Jul 22, 2024
* Create natural-language-differential-privacy.yml

* Update natural-language-differential-privacy.yml

* Update natural-language-differential-privacy.yml

* Update natural-language-differential-privacy.yml
thesteady added a commit that referenced this pull request Jul 22, 2024
)

* Create natural-language-differential-privacy.yml

* Update natural-language-differential-privacy.yml

* Update natural-language-differential-privacy.yml

* Update natural-language-differential-privacy.yml

Co-authored-by: Alexander Watson <[email protected]>
@zredlined zredlined restored the AW/dp-config branch November 21, 2024 20:12
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3 participants