Technical Deep Dives.
In-depth analysis of AI architectures, deployment patterns, and the research shaping the field.

Quantizationinference optimization
Quantization Deep Dive: FP8 Training, FP4, and the Outlier Problem
A technical guide to LLM quantization: FP8 training, NVFP4 and MXFP4, W4A4 inference, the outlier problem, and where low-bit precision quietly breaks accuracy.
RayZ·19 min read·
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