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Remove second NavFT blueprint (#441)
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Removing the second NavFT blueprint after discovering that the dataset is one generated from GPT4. Renaming pieces of the new blueprint to have the original tag names, and removing no-longer-necessary icons.
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alexahaushalter authored and thesteady committed Aug 26, 2024
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8 changes: 0 additions & 8 deletions use_cases/details/navigator-ft-simple.md

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15 changes: 4 additions & 11 deletions use_cases/details/navigator-ft.md
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![Generate synthetic tabular, text and time series data](https://blueprints.gretel.cloud/use_cases/images/navigator-ft-hero.png "Generate synthetic tabular, text and time series data")
![Synthesize tabular data with Navigator Fine Tuning](https://blueprints.gretel.cloud/use_cases/images/navigator-ft-hero.png "Synthesize tabular data with Navigator Fine Tuning")

**Navigator Fine Tuning** is the latest advancement in our suite of synthetic data solutions. It builds upon the recent general availability of [Gretel Navigator](https://console.gretel.ai/navigator), enabling you to generate data not only from a prompt, but also from fine-tuning the underlying model on your domain-specific real-world datasets to generate the highest quality synthetic data.
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**.

One of the standout features of Navigator Fine Tuning is its support for multiple tabular data modalities within a single model. This means you can now generate datasets that maintain correlations across:
- Numeric Data: Continuous or discrete numbers
- Categorical Data: Categories or labels
- Free Text: Unstructured text entries and long-form natural language such as email messages or notes in medical treatment summaries
- Time Series: Sequential time-stamped data
- JSON Data: Complex nested structures
Navigator Fine-Tuning supports mutliple tabular modalities of data within a single model, such as numeric, categorical, and free text data.

All these data types can coexist within a single dataset, maintaining correlations not just within individual rows, but also across events spanning multiple rows, making Navigator an exceptionally powerful tool for time series data generation.

Try it in the Console, or if you prefer code, give the [SDK notebook](https://colab.research.google.com/github/gretelai/gretel-blueprints/blob/main/docs/notebooks/demo/navigator-fine-tuning-intro-tutorial.ipynb) a spin.
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.
35 changes: 8 additions & 27 deletions use_cases/gretel.json
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}
},
{
"gtmId": "use-case-navigator-ft-simple",
"gtmId": "use-case-navigator-ft",
"title": "Synthesize tabular data with Navigator Fine Tuning",
"description": "Use Gretel's flagship model to create high-quality, domain-specific tabular datasets, supporting data types such as numeric, categorical, and free text.",
"cardType": "Console",
"tag": "New",
"icon": "navigator-ft-simple.png",
"detailsFileName": "navigator-ft-simple.md",
"icon": "navigator-ft.png",
"detailsFileName": "navigator-ft.md",
"modelType": "navigator_ft",
"modelCategory": "synthetics",
"defaultConfig": "config_templates/gretel/synthetics/navigator-ft.yml"
"defaultConfig": "config_templates/gretel/synthetics/navigator-ft.yml",
"button1": {
"label": "SDK Notebook",
"link": "https://colab.research.google.com/github/gretelai/gretel-blueprints/blob/main/docs/notebooks/demo/navigator-fine-tuning-intro-tutorial.ipynb"
}
},
{
"gtmId": "use-case-redact-pii",
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"bytes": 63000
}
},
{
"gtmId": "use-case-navigator-ft",
"title": "Generate synthetic tabular, text and time series data with Navigator Fine Tuning ",
"description": "Try out our latest synthetic model supporting tabular, text, JSON and time series data in a single dataset.",
"cardType": "Console",
"icon": "navigator-ft.png",
"detailsFileName": "navigator-ft.md",
"modelType": "navigator_ft",
"modelCategory": "synthetics",
"defaultConfig": "config_templates/gretel/synthetics/navigator-ft.yml",
"sampleDataset": {
"fileName": "sample-patient-events.csv",
"description": "This medical dataset contains sequences of annotated events (such as hospital admission, diagnosis, treatment, etc.) for 1,712 synthetic patients.",
"records": 7348,
"fields": 17,
"trainingTime": "25 mins",
"bytes": 2386363
},
"button1": {
"label": "SDK Notebook",
"link": "https://colab.research.google.com/github/gretelai/gretel-blueprints/blob/main/docs/notebooks/demo/navigator-fine-tuning-intro-tutorial.ipynb"
}
},
{
"gtmId": "use-case-transform-database",
"title": "Redact PII in a database",
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