DeepSeek announced a new model MODEL1: A technical leap in one year

MetaMisfit · 2026-03-23T19:17:03+00:00

Deep Tech has announced a new model, MODEL1, showcasing significant advancements since the release of the R1. Key highlights include updates on GitHub indicating broad development efforts, improvements in architecture, and enhanced memory efficiency during processing, marking a notable industry leap.

MetaMisfit

2026-03-23 19:17:03

Abstract generation in progress

DeepSec has reached new heights in its technical advancements with a recent historic announcement. One year after the successful launch of DeepSec-R1 in early January, the company is preparing to introduce a new model, MODEL1. This news has emerged as a major development among industry experts and the tech community.

Technical Changes Revealed on GitHub

DeepSec indicated significant updates to its code by updating on GitHub. Among the changes, 28 mentions of “MODEL1” were found across 114 files, highlighting extensive efforts in developing the new model. These modifications in the Flash MLA code are particularly noteworthy and point toward new technical directions.

MODEL1 vs. V32: New Architecture

The current V32 version, known as DeepSec v3.2, will differ from the new structure of MODEL1. The key differences are especially prominent in three areas: improvements in KV Cache architecture, changes in quantization methods, and new techniques in FP8D encoding. All these modifications are designed to make the system more efficient.

Memory Savings and New Computing Achievements

A major advantage of MODEL1 is its improved memory usage during computation. Unique strategies have been employed to save memory across various processing stages. These changes will enhance the performance of DeepSec’s new model and reduce resource requirements, marking a significant breakthrough in the industry.

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