Welcome to the log. This is where I document my technical experiments, research findings, and deep-dives into LLM internals.

April 5, 2026

The Tipping Point: Identifying the Threshold of Quantized Weight Corruption

🚀 Objective To determine the precise mathematical threshold at which uniform bit-level perturbations to 4-bit quantized LLM weights cause catastrophic model collapse. We aim to understand how robust these compressed models are to “bit-level noise.”

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