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Running
| title: Story Generation | |
| emoji: 🏃 | |
| colorFrom: gray | |
| colorTo: yellow | |
| sdk: gradio | |
| sdk_version: 5.17.1 | |
| app_file: app.py | |
| pinned: false | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |
| # AI Kids' Story Generator - English & Arabic | |
| ## Project Objectives | |
| The AI Kids' Story Generator aims to create engaging and imaginative short stories for children. Users can input a character name and a setting, and the model will generate a fun story in either English or Arabic. This project leverages advanced natural language processing techniques to provide a creative tool for storytelling. | |
| ## Implemented Pipelines | |
| The project uses the following pipelines from the `transformers` library: | |
| 1. **Text Generation Pipeline**: | |
| - **Model**: The model adapts based on the selected language. For English, it uses the `microsoft/Phi-3-mini-4k-instruct` model, while for Arabic, it employs the `ALLaM-AI/ALLaM-7B-Instruct-preview` model. | |
| ## Instructions for Using the Interface | |
| 1. **Input Fields**: | |
| - **Character Name**: Enter a name for the story's main character. | |
| - **Setting**: Specify the story's setting (e.g., a magical forest). | |
| - **Choose Language**: Select the desired language for the story (English or Arabic). | |
| 2. **Generate Story**: Click the "Submit" button to generate the story. The output will be displayed in the "Kids' Story" textbox. | |
| 3. **Examples**: The interface includes examples you can use to see how the app functions. Simply click on an example to populate the fields. | |
| ## Justifications for Model and Pipeline Choices | |
| - **Model Selection**: The chosen models are specifically designed for instruction-following tasks, making them suitable for generating narratives. The English model (`microsoft/Phi-3-mini-4k-instruct`) has been optimized for various textual tasks, while the Arabic model (`ALLaM-AI/ALLaM-7B-Instruct-preview`) is tailored for Arabic language generation. | |
| - **Pipeline Configuration**: The parameters for the text generation pipeline were chosen to encourage creativity and engagement, essential for children's stories. | |
| ## Bilingual Implementation | |
| The project supports both English and Arabic languages, allowing users to receive stories in their preferred language. | |
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