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README.md

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+---
+license: mit
+task_categories:
+- text-classification
+language:
+- en
+size_categories:
+- n<1K
+tags:
+- synthetic
+- vibe-data-director
+---
+
+# Dataset Card for andrewmonostate/test-api-auth-real
+
+## Dataset Description
+
+This dataset was generated using Vibe Data Director, a tool for creating and curating text classification datasets.
+
+### Dataset Summary
+
+- **Session ID**: `session_39190326`
+- **Generated**: 2025-08-22T23:32:41.745101
+- **Total Samples**: 2
+- **Classes**: test
+- **Styles**: none
+
+## Dataset Structure
+
+### Data Fields
+
+- `text` (string): The text content of the sample
+- `class` (string): The classification label
+- `style` (string): The style variant applied
+- `negation` (boolean): Whether negation is applied
+- `source` (string): Source of the sample (seed/hf/synthetic)
+- `spec_id` (string): Unique specification identifier
+
+### Data Splits
+
+This dataset contains a single split with all samples.
+
+## Dataset Creation
+
+### Curation Rationale
+
+This dataset was created to provide targeted training data for text classification tasks.
+
+### Source Data
+
+The data includes:
+- Seed samples uploaded by users
+- Potentially augmented samples from HuggingFace
+- Synthetic samples (if applicable)
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+This is a small, curated dataset intended for research and development purposes.
+
+### Discussion of Biases
+
+As with any curated dataset, there may be inherent biases in the selection and labeling of samples.
+
+### Other Known Limitations
+
+- Limited to 2 samples
+- May not represent full diversity of real-world data
+
+## Additional Information
+
+### Dataset Curators
+
+Created using Vibe Data Director
+
+### Licensing Information
+
+MIT License
+
+### Citation Information
+
+```bibtex
+@misc{vibe_data_director_session_39190326,
+  title={Dataset created with Vibe Data Director},
+  author={Vibe Data Director},
+  year={2024},
+  url={https://huggingface.co/datasets/andrewmonostate/test-api-auth-real}
+}
+```
+
+### Contributions
+
+Generated automatically by Vibe Data Director (Session: session_39190326)