Understanding Attention Mechanisms: A Visual Guide
A comprehensive visual guide to understanding how attention mechanisms work in transformer models, from basic concepts to advanced variants.
Insights & Ideas
Thoughts on machine learning, optimization, research, and building a career in AI. I write about what I learn, what I'm curious about, and lessons from the field.
A comprehensive visual guide to understanding how attention mechanisms work in transformer models, from basic concepts to advanced variants.
Reflecting on my transition from academic research to industry ML, sharing the unexpected challenges and valuable lessons.
Step-by-step tutorial on building a production-ready ML pipeline using MLflow for experiment tracking, model versioning, and deployment.
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