# TreeNets (Decision Tree Based Neural Networks)

> Source: <https://discuss.huggingface.co/t/treenets-decision-tree-based-neural-networks/177524#post_1>
> Published: 2026-07-06 22:21:10+00:00

My current research paper introduces so called TreeNets, which can drastically reduce the size of LLMs. In general, TreeNets help us understand the fundamental connection between neural networks and decision trees.

[You can find my paper here](https://codeberg.org/ynaghibi/TreeNets/src/branch/main/TreeNets.pdf). Or go to my [repository](https://codeberg.org/ynaghibi/TreeNets/src/branch/main) directly. This is the first draft of my paper, so it will require changes in the future.

I have also uploaded a LLM based on TreeNets and Bart. You can find it [here](https://huggingface.co/ynaghibi/tree_bart_xsum_6_6).

Please let me know if there are any problems with the uploads. I am an independent researcher and this is my first publication.