{"id":"tp-56391","type":"article-newspaper","title":"MACaQ Quantizes a 122-Billion-Parameter Model in 64 Minutes","author":"Simon Yoon","publisher":"TOKENPOST Inc.","url":"https://www.tokenpost.com/news/technology/56391","datePublished":"2026-11-13T06:23:00.000Z","dateModified":"2026-11-13T06:23:00.000Z","language":"en","abstract":"The post-training method uses four-bit weights and activations and matched the best Llama-3-8B perplexity result with one-eleventh the quantization time.","section":"Technology","references":[{"title":"GLM tuning effort using NVFP4 quantization","url":"https://www.tokenpost.com/news/technology/48761"}]}