β¨ COT-HTML-Llama: Weaving HTML with Words π¦
Transform natural language into beautiful, dynamic HTML with COT-HTML-Llama, a finetuned Llama 3.1 7b model! πͺ Trained on a Groq-enhanced Alpaca dataset, this model uses Chain-of-Thought (CoT) reasoning to craft interactive web experiences. Get creative and code-free β let your words build the web! π
π Model Magic:
COT-HTML-Llama isn't just about static HTML. It's about bringing your web visions to life! β¨
- Dynamic HTML Generation: Turn text instructions into working HTML, complete with internal CSS and JavaScript.
- Chain-of-Thought Reasoning: Watch the model think step-by-step, translating your ideas into structured code. π§
- Interactive Elements: Create buttons that change color, dynamic text, and more β all from simple prompts!
- Strawberry Superstar: This model even conquers the infamous "Strawberry Challenge," accurately counting the "r"s β a testament to its improved logical reasoning! π
π Use Cases:
Unleash your inner web developer with ease:
- Quick Prototyping: Mock up web page ideas in seconds.
- Content Creation: Generate engaging web content without writing a single line of code.
- Learning HTML: Explore HTML generation through a new, intuitive lens.
π§ Limitations:
While COT-HTML-Llama is powerful, it's still learning:
- Complex Layouts: Intricate designs might still pose a challenge.
- External Resources: Currently supports only internal CSS and JavaScript. No external images or scripts (yet!).
- Ambiguity: Highly nuanced instructions might need extra clarification.
π οΈ Training & Usage:
- Dataset: Groq-transformed Alpaca dataset, split & merged for optimal training.
- Finetuning: Unsloth technique for peak performance. πͺ
- Quantized Versions: Q4_K_M, Q5_K_M, Q8_0 for efficient inference.
- Hugging Face Hub: Get the model and code here: https://huggingface.co/Vinitrajputt/COT-html-lamma
β¨ Future Enhancements:
We're constantly improving COT-HTML-Llama:
- Robust Error Handling: Smoother sailing ahead!
- Advanced Prompting: Even more control over your HTML.
- Automated Evaluation: Measuring the magic.
- Model Optimization: Faster and better HTML generation.
π€ Contribute:
Join us in building the future of HTML generation! Contributions are welcome! Let's make some web magic together! β¨
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