<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Efaimo AI</title><description>Release notes, benchmarks, and field reports from the compression side of the frontier.</description><link>https://efaimo.com/</link><language>en-us</language><item><title>Introducing Efaimo Dashboard: A Practical ML Training Log Analysis Tool</title><link>https://efaimo.com/blog/efaimo-dashboard/</link><guid isPermaLink="true">https://efaimo.com/blog/efaimo-dashboard/</guid><description>A lightweight, browser-based tool for analyzing ML/DL training logs with automatic format detection, intelligent pattern recognition, and real-time visualization.</description><pubDate>Mon, 24 Nov 2025 00:00:00 GMT</pubDate><category>Dashboard</category><category>ML Tools</category><category>Log Analysis</category><category>Visualization</category><category>Efaimo AI</category><author>hello@efaimo.com (Efaimo AI)</author></item><item><title>Symmetric vs Asymmetric Linear Quantization: A Practical Deep Dive</title><link>https://efaimo.com/blog/linear-quantization/</link><guid isPermaLink="true">https://efaimo.com/blog/linear-quantization/</guid><description>A practical deep dive into symmetric and asymmetric linear quantization, comparing the math, intuition, and practical trade-offs for INT8 models.</description><pubDate>Sat, 15 Nov 2025 00:00:00 GMT</pubDate><category>Quantization</category><category>INT8</category><category>Symmetric</category><category>Asymmetric</category><author>hello@efaimo.com (Efaimo AI)</author></item><item><title>A Practical Research Plan for Neural Network Quantization</title><link>https://efaimo.com/blog/neural-network-quantization-plan/</link><guid isPermaLink="true">https://efaimo.com/blog/neural-network-quantization-plan/</guid><description>Our research plan for neural network quantization, covering motivation, goals, a phased roadmap (PTQ, QAT), and evaluation protocols.</description><pubDate>Sat, 15 Nov 2025 00:00:00 GMT</pubDate><category>Quantization</category><category>Roadmap</category><category>PTQ</category><category>QAT</category><category>Efaimo AI</category><author>hello@efaimo.com (Efaimo AI)</author></item></channel></rss>