Understanding Transformer Attention
A deep dive into the self-attention mechanism that powers modern language models. From theory to implementation.
Building with intelligence.
Exploring the frontier of artificial intelligence. Turning complex models into elegant solutions.
Read my writing"The question of whether a computer can think is no more interesting than the question of whether a submarine can swim."— Edsger W. Dijkstra
Recent Writing
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Nov
19
Nov
Fine-tuning LLMs: A Practical Guide
Everything I learned about LoRA, QLoRA, and efficient fine-tuning techniques for large language models.
12
Nov
RAG vs Fine-tuning: When to Use What
Comparing retrieval-augmented generation with fine-tuning. Practical considerations for real-world AI applications.
Projects
View all →Coming Soon
Working on something interesting. Stay tuned for updates.
Coming Soon
Exploring new ideas in the AI space.
Coming Soon
Building tools for the future.
Coming Soon
More projects on the way.
About
✦
Hey, I'm SumMi.
AI enthusiast exploring the boundaries of machine intelligence. Interested in LLMs, deep learning, and building practical AI applications. Always learning, always experimenting.