# StableVQ: Practical Guidelines for Stable Vector-Quantized Tokenizer Training

> Source: <https://aiflash.com/news/124748/>
> Published: 2026-09-23 05:00:01+00:00

Vector Quantization (VQ) is fundamental to discrete visual tokenizers that power modern autoregressive and masked image generation models. While recent shared-projection codebook methods have substantially advanced codebook utilization, training stability remains a critical and underexplored challen