Welcome to UnfoldAI ??; here, you will find articles, strategies, and tutorials for building production-grade AI systems
My name is Simeon Emanuilov, and I am the author behind this website. Check my background on LinkedIn.
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Direct Preference Optimization (DPO) in Language Model alignment
Language models have transformed how we interact with the world around us. They can now write coherently, translate between languages,…
Streamlit vs Gradio — Choosing the right framework for your ML app
Streamlit and Gradio have gained significant popularity as Python libraries for building and sharing machine learning applications. Both Streamlit and…
Background Tasks in Django (part 1)
Modern web applications face a specific challenge: they need to handle quick user interactions and complex tasks that take time….
Django Class-based vs Function-based views
When building Django applications, developers face a critical architectural decision that impacts maintainability, code organization, and development speed: choosing between…