12 min read
H.264 Transform & Quantization (Part 2 of 3)
H.264 Part 2: Dive into DCT transforms, quantization strategies, rate-distortion optimization, and entropy coding at the mathematical heart of compression.
Quantization
Explore technical articles related to Quantization. Find in-depth analysis, tutorials, and insights.
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Articles Related to Quantization
25 min read
Interactive H.264 Guide: Video Compression Visuals
Interactive H.264 video compression guide with visualizations. Explore motion estimation, DCT transforms, quantization, and rate-distortion optimization.
15 min read
GGML File Structure: Tensor Layout and Quantized Model Format Explained
Understand GGML file structure and quantization formats used by local LLMs. Visual guide to how llama.cpp stores and loads model weights efficiently.
30 min read
Quantization Deep Dive: From FP32 to INT4
Master neural network quantization with interactive visualizations. Explore QAT, PTQ, GPTQ, AWQ, and SmoothQuant methods for efficient model deployment.