Working on Ne.app LL-1.5

Author: Amlal El Mahrouss

Published November 2, 2026

Working on LL-1.5

The Model Rationale of LL-1.5

This time the rationale for LL-1.5 is to be able to switch from multiple transformers, the objective is to change the ability of the model while resting.

To then have better results from another transformer.

Several experimentations using Algebraic Topology are being written down in C++ for LL-1.5 as well. The idea is to use abelian groups in order to influence the transformer's output.

Open-Source Status

YES, This is also the whole point of the research we did at Ne(.app), open research that lets the field move forward on that department. Link: https://github.com/ne-app-research/ll-m