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New GPT DP & NavFT blueprints (#435)
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![Create free text data with privacy guarantees](https://blueprints.gretel.cloud/use_cases/images/gpt-dp.png "Create free text data with privacy guarantees") | ||
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Unlock the potential of your text data while ensuring privacy by applying [differentially private fine-tuning using GPT](https://gretel.ai/blog/generate-differentially-private-synthetic-text-with-gretel-gpt). This method allows you to create a version of your free text data that maintains the integrity of sensitive information while still providing high-quality outputs. | ||
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We recommend having a dataset of at least 10,000 samples to ensure reasonable quality. Note that differential privacy requires more epochs, which leads to longer training times compared to running without differential privacy. | ||
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Prefer coding? Check out the [SDK notebook](https://colab.research.google.com/github/gretelai/gretel-blueprints/blob/main/docs/notebooks/generate_differentially_private_synthetic_text.ipynb) example. |
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![Generate multi-modal synthetic data with Navigator Fine Tuning](https://blueprints.gretel.cloud/use_cases/images/navigator-ft-hero.png "Generate multi-modal synthetic data with Navigator Fine Tuning") | ||
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If you’re new to Gretel, our Navigator Fine-Tuning blueprint is a great place to start. This blueprint automatically selects our comprehensive multi-modal model, a great one-stop shop for most synthetic data generation needs. Just answer a few questions, review the model configuration and hit **Run**. | ||
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Navigator Fine-Tuning supports mutliple tabular modalities of data within a single model, such as numeric, categorical, and free text data. | ||
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Prefer coding? Check out the [SDK notebook](https://colab.research.google.com/github/gretelai/gretel-blueprints/blob/main/docs/notebooks/demo/navigator-fine-tuning-intro-tutorial.ipynb) example. | ||
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