---
title: MindReader-NLA
emoji: 🧠
colorFrom: indigo
colorTo: pink
sdk: gradio
sdk_version: 5.0.0
app_file: demo/app.py
pinned: false
license: apache-2.0
hardware: zero-a10g
short_description: Ask a frozen LM what it is thinking, in plain English.
models:
- Qwen/Qwen2.5-7B
- RiverRider/srt-nla-av-v1
tags:
- srt
- semiotic-reflexive-transformer
- interpretability
- introspection
- uncertainty
- visualization
- llm
thumbnail: https://huggingface.co/spaces/RiverRider/srt-nla-demo/resolve/main/thumbnail.png
---

# MindReader-NLA

Three views of the trained Activation Verbalizer over Qwen-2.5-7B,
Llama-3.2-3B, and Gemma-2-2B (all frozen). See `demo/README.md` and the
[companion paper](https://github.com/space-bacon/SRT/blob/main/paper_nla.md).