COLLECTION

Quantization

2026.09.24

Evaluation of FP6 Quantization in Small-Scale Image Super‑Resolution DNNs: Condition Exploration and Comparison of Residual and Direct Generation Architectures

We tested a thought experiment on FP6 quantization using a small image super‑resolution DNN. Here we present the findings from exploring quantization conditions, a comparison of 174 images divided into separate capture sequences, and an evaluation using 12 unused images.

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2026.09.24

LLM Quantization from the Perspective of FP6: Where to Allocate Limited Bits

Using the spacing between adjacent FP6 values as a starting point, I conducted a thought experiment on how to distribute limited bits in LLM quantization. This line of inquiry then branched into discussions about precision allocation in JPEG and the optimization strategies employed by Zopfli.

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