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---
language: en
tags:
- language-model
- causal-lm
- continual-learning
- sparse-routing
library_name: pytorch
pipeline_tag: text-generation
---
# TRC2 (Thalamically Routed Cortical Columns) — trc2-d720-l5
This repo hosts [TRC2](https://arxiv.org/abs/2602.22479) checkpoint.
## What it does
TRC2 is a decoder-only LM backbone designed for continual learning via sparse thalamic routing to cortical columns and fast corrective pathways. (See the paper for details.)
## Files
- `trc2-d720-l5.pt`: weights
## Usage
Code to be released near soon on GitHub.