Research Log

Between paper
and practice.

Fueled by incessant curiosity. A documented journey through the states of "I don't understand this" to "know this like the back of my hand".

Latest Entries
Dec 22, 2025MODEL INSPECTION
IN PROGRESS

An Inspection of Nemotron 3 Nano's Architecture

Locked
Dec 22, 2025PAPER DIGEST
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Deep Dive: Reasoning with Sampling

My notes and aha moments from Reasoning with Sampling's inference-time distribution sharpening via Metropolis-Hastings

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Dec 21, 2025RESEARCH PROJECT
IN PROGRESS

A Comparison of Synthetic Sampling-Augmented SFT and Recent RLVR Methods

Locked
Dec 21, 2025HISTORICAL OVERVIEW
IN PROGRESS

A History Lesson on RL

Locked
Nov 21, 2025INIT
READ

torch.init_weights( )

A liminal hello-world that sets the tone for the lab notebook.

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End of the Line