Blog
Release notes, technical deep-dives, and short pieces from the team. Long-form thinking lives in Notes.
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Introducing Efaimo Dashboard: A Practical ML Training Log Analysis Tool
A lightweight, browser-based tool for analyzing ML/DL training logs with automatic format detection, intelligent pattern recognition, and real-time visualization.
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Symmetric vs Asymmetric Linear Quantization: A Practical Deep Dive
A practical deep dive into symmetric and asymmetric linear quantization, comparing the math, intuition, and practical trade-offs for INT8 models.
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A Practical Research Plan for Neural Network Quantization
Our research plan for neural network quantization, covering motivation, goals, a phased roadmap (PTQ, QAT), and evaluation protocols.