The My Equation Blog
AI & Machine Learning
Everything we have written on AI & Machine Learning.
AI & Machine Learning · 7 min read · 26 Aug 2025
Why Train from Scratch? Just Fine-Tune LLMs Using Hugging Face Instead
You are not going to train a foundation model on a laptop. But you can take one that already exists and teach it your data — recipes, company docs, university notes. A step-by-step LoRA walkthrough on a free Colab GPU.
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AI & Machine Learning · 5 min read · 21 Jul 2025
Andrej Karpathy Said "Context Engineering Is the New Vibe Coding"
Another buzzword, or the thing that actually separates an average prompt from a jaw-dropping output? A plain-English walk through GenAI, prompting, and why context — not cleverness — decides what you get back.