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Guides

Step-by-step guides for common LiteSeed workflows — from generating your first dataset to integrating with fine-tuning platforms.

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Getting started

From zero to your first dataset in 5 minutes.

These guides walk through the most common LiteSeed workflows with step-by-step instructions.

Quick Start: Your first dataset

Upload a seed file, review the auto-generated Blueprint, and export your first 1,000 rows in under 5 minutes.

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Blueprint from scratch

Define a Blueprint manually — field types, distributions, constraints — without a seed file.

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Fine-tuning with OpenAI

Generate a dataset in OpenAI chat format and use it directly for GPT-4 fine-tuning via the OpenAI API.

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Fine-tuning with HuggingFace

Export a dataset in HuggingFace datasets format and load it directly with the datasets library.

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Reproducible evaluation sets

Generate a fixed evaluation dataset with a known seed and reproduce it exactly for every model evaluation run.

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Privacy-safe data for regulated industries

Generate synthetic training data for healthcare or financial AI without including any real personal information.

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