fp16.in / half-precision, full signal
a research notebook on applied ai

Papers, models, and the parts that actually matter, written down as I read them.

fp16.in is a personal log of AI research and engineering — what a paper claims, what a model actually does when you run it, and what's worth keeping once the hype is stripped out.

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about

Saif Bagmaru
AI Engineer

I build LLM and RAG systems for a living — retrieval pipelines, fine-tuned open models, agents that mostly behave. This is where I write down what I learn along the way, minus the parts that don't hold up.

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No schedule, no series. Just a note when something's worth reading.