| ---license: mit | |
| task_categories: | |
| - text-to-image | |
| - unconditional-image-generation | |
| language: | |
| - en | |
| - es | |
| tags: | |
| - finance | |
| - biology | |
| - chemistry | |
| - code | |
| - art | |
| - synthetic | |
| pretty_name: My Auto-Tune Dataset 🖼️🎨 | |
| size_categories: | |
| - n>1T | |
| --- | |
| --- | |
| ~~~ | |
| # 📄 Dataset Card for **My Auto-Tune Dataset** | |
| --- | |
| ### 📚 **Dataset Summary** | |
| 🚀 This dataset is designed to fine-tune models for generating high-quality images from text prompts. Whether you're into **art**, **synthetic data**, or **creative AI**, this dataset is your go-to source for automatic image generation! 🌐🖌️ | |
| --- | |
| ## 🧩 **Dataset Details** | |
| ### 🔍 **Description** | |
| 🔧 This dataset includes a massive collection of text-image pairs to train and fine-tune text-to-image models. With **multi-lingual support** (English & Spanish) 🌍, it's perfect for applications in fields such as **finance**, **biology**, **chemistry**, and even **code-based art generation**! 💸🧬⚛️👾 | |
| --- | |
| ### 🔄 **Dataset Sources** | |
| - **Repository**: [nivin-ai/faq_embeddings](https://huggingface.co/nivin-ai/faq_embeddings) | |
| - **Paper [optional]**: Currently, there is no associated paper 📄. | |
| - **Demo [optional]**: Coming soon! 🚧 | |
| --- | |
| ## 💡 **Intended Uses** | |
| ### ✅ **Direct Use** | |
| - Fine-tuning models for **text-to-image** generation 🎨. | |
| - Building **creative AI systems** for generating unique visuals 🖼️. | |
| - Developing models in **art, synthetic data**, and **finance** contexts 💰. | |
| ### 🚫 **Out-of-Scope Use** | |
| - ⚠️ **Do not use** this dataset for generating harmful, explicit, or misleading content. | |
| - Avoid applications in **real-time decision-making systems** where accuracy is critical 🛑. | |
| --- | |
| ## 🏗️ **Dataset Structure** | |
| - **File Types**: `.jsonl` for text-image pairs 🗂️. | |
| - **Splits**: Train and validation splits are defined as follows: | |
| - `train/`: 80% of the data 🏋️♂️ | |
| - `validation/`: 20% for model evaluation 🧪 | |
| --- | |
| ## ⚙️ **Dataset Creation Process** | |
| ### 🎯 **Curation Rationale** | |
| The dataset was developed to empower **researchers and developers** to create state-of-the-art **text-to-image generation models**. It's optimized for **large-scale projects** requiring high-quality visual outputs 🚀. | |
| ### 🏗️ **Source Data** | |
| - **Collection Process**: Scraped from **open-source** text and image databases 📂. | |
| - **Processing**: All text entries were normalized, and images were resized for consistent input dimensions 🖼️. | |
| --- | |
| ### ✏️ **Annotations** | |
| - **Annotation Process**: Annotations include descriptions and metadata for images 🌟. | |
| - **Annotators**: Curated by experts in **AI, finance, and art** domains 🎓. | |
| - **Tools Used**: Hugging Face’s `datasets` library and custom Python scripts 🐍. | |
| --- | |
| ## 🔍 **Bias, Risks, and Limitations** | |
| While this dataset aims to provide **neutral and creative** content, users should be aware that: | |
| - It may contain **biases inherent** in its source data 🧐. | |
| - The dataset should not be used for generating **inappropriate or offensive** content 🚫. | |
| - May not be suitable for **mission-critical applications** (e.g., medical, legal, or financial advice) ⚠️. | |
| --- | |
| ### 🌟 **Recommendations** | |
| - Always evaluate model outputs for **biases** and **inaccuracies** before deployment. | |
| - Use responsibly, especially if integrating with sensitive applications 💼. | |
| --- | |
| ## 🔗 **Citations** | |
| If you use this dataset, please cite: | |
| ```bibtex | |
| @misc{my_auto_tune_dataset_2024, | |
| title={My Auto-Tune Dataset}, | |
| author={Derrick Adkison, Kumplex Media Holdings Group LLC}, | |
| year={2024}, | |
| url={https://huggingface.co/nivin-ai/faq_embeddings}, | |
| license={MIT} | |
| } | |
| ~~~ | |
| --- | |
| ## 📞 Contact Information | |
| Author: Derrick Adkison | |
| Organization: Kumplex Media Holdings Group LLC | |
| Email: [email protected] | |
| Alternate Email: [email protected] | |
| Phone: +1 253-293-2802 ☎️ | |
| --- | |
| 📖 Glossary | |
| --- | |
| 🔍 More Information | |
| For any questions, open an issue on the GitHub repository or contact us directly 📧. | |
| --- | |
| 🤖 Dataset Card Authors | |
| Derrick Adkison | |
| Contributors: Hugging Face Community 🧑🤝🧑 | |
| --- | |
| This dataset card covers all essential fields and includes fun, emoji-filled explanations to make it engaging for users. Let me know if you need more tweaks or additional fields! | |