Beginner’s Guide to Machine Learning on Subhash Dasyamhttps://subhash.net/tags/beginners-guide-to-machine-learning/Recent content in Beginner’s Guide to Machine Learning on Subhash DasyamHugoenThu, 14 Aug 2025 00:43:11 +0400Decoding FP32, FP16, FP8, INT8 & INT4: The Master Chef's Guide to AI Efficiencyhttps://subhash.net/posts/decoding-fp32-fp16-fp8-int8-int4-master/Thu, 14 Aug 2025 00:41:00 +0400https://subhash.net/posts/decoding-fp32-fp16-fp8-int8-int4-master/<h2 id="the-master-chefs-dilemma-understanding-precision-in-a-world-of-efficiency">The Master Chef&rsquo;s Dilemma: Understanding Precision in a World of Efficiency</h2> <h2 id="every-executives-nightmare">Every Executive&rsquo;s Nightmare</h2> <p>Picture this: You&rsquo;re running the world&rsquo;s most exclusive restaurant chain. Your head chef is a genius - creates absolutely perfect dishes every single time. But there&rsquo;s a catastrophic problem that&rsquo;s bleeding your company dry.</p>