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- title: New Gradio Space
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- emoji: ๐Ÿ†
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- colorFrom: gray
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- colorTo: pink
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- sdk: gradio
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- sdk_version: 5.20.1
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- app_file: app.py
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- pinned: false
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- license: mit
 
 
 
 
 
 
 
 
 
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ title: "๐Ÿค– CodeGen Models Unveiled: An Interactive Open-Source Deep Dive"
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+ emoji: ๐Ÿ’ป
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+ colorFrom: green
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+ colorTo: purple
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+ description: Explore the world of open-source language models for code generation!
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+ tags:
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+ - code-generation
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+ - language-models
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+ - open-source
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+ - machine-learning
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+ - deep-learning
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+ - datasets
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+ - model-architecture
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+ - evaluation
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+ - interactive
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+ - blog
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+ - ai
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+ - programming
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  ---
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+ # ๐Ÿค– CodeGen Models Unveiled: An Interactive Open-Source Deep Dive
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+
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+ This project is an interactive blog post designed to provide a comprehensive overview of open-source language models for code generation. It explores the latest advancements in this field, including available code datasets, model architectures, and model evaluation techniques.
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+
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+ ## ๐Ÿš€ Key Features
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+
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+ * **Interactive Learning:** Engage with interactive demos, visualizations, and code generation tools.
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+ * **Comprehensive Overview:** Learn about code datasets, model architectures, and evaluation metrics.
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+ * **Open-Source Focus:** Understand the importance of open-source contributions in this field.
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+ * **Visual Appeal:** Enjoy a visually engaging experience with animations and interactive elements.
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+ * **Educational Content:** Gain insights into the cutting-edge of code generation.
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+
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+ ## ๐Ÿ“‚ Content Breakdown
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+
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+ * **Introduction:** A high-level overview of open-source language models for code generation.
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+ * **Code Datasets:** Exploration of available datasets for model training.
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+ * **Model Architectures:** Discussion of different model architectures and their trade-offs.
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+ * **Model Evaluation:** Explanation of common metrics and evaluation techniques.
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+ * **Interactive Demos:** Hands-on experience with code generation models.
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+ * **Future Outlook:** Insights into potential future developments and applications.
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+
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+ ## ๐ŸŽฎ Interactive Elements
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+
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+ * Embedded Gradio/Streamlit app for code generation.
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+ * Interactive visualizations of model architectures and attention mechanisms.
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+ * Side-by-side code comparison and evaluation tools.
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+ * Interactive charts displaying model performance metrics.
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+
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+ ## ๐Ÿ› ๏ธ Technologies Used
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+
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+ * Markdown (for this README)
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+ * HTML/CSS/JavaScript (for the blog post)
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+ * Python (for interactive demos and visualizations)
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+ * Gradio/Streamlit (for interactive web applications)
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+ * Various machine learning libraries (e.g., Transformers, PyTorch/TensorFlow)
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+
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+ ## โš™๏ธ Getting Started
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+
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+ 1. **Clone the repository:**
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+ ```bash
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+ git clone [repository_url]
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+ ```
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+ 2. **Navigate to the project directory:**
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+ ```bash
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+ cd [project_directory]
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+ ```
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+ 3. **Install the necessary dependencies:**
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+ ```bash
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+ pip install -r requirements.txt
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+ ```
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+ (if applicable, add a requirements.txt file)
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+ 4. **Open the `index.html` file (or equivalent) in your web browser to view the blog post.**
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+ 5. **Run the Gradio/Streamlit application (if applicable):**
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+ ```bash
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+ streamlit run app.py
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+ ```
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+ or
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+ ```bash
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+ gradio app.py
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+ ```
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+ 6. **Follow the instructions within the blog post to explore the interactive demos and visualizations.**
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+
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+ ## ๐Ÿค Contributing
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+
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+ Contributions are welcome! Please feel free to submit pull requests or open issues to suggest improvements or report bugs.
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+
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+ ## ๐Ÿ“„ License
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+ This project is licensed under the [MIT] License.
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+
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+ ## ๐Ÿ”— Links
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+
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+ * [Link to the live blog post (if applicable)]
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+ * [Link to related resources]
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+
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+ ## ๐Ÿ“ง Contact
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+
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+ For questions or feedback, please contact [[email protected]].