README.md

metadata

title: LBW Guard Colab Tests
emoji: 🧪
colorFrom: blue
colorTo: green
sdk: gradio
python_version: '3.10'
app_file: app.py
suggested_hardware: cpu-basic
models:
  - Qwen/Qwen2.5-0.5B
datasets:
  - Salesforce/wikitext
tags:
  - optimizer
  - training
  - colab
  - gradio

Copyright (c) Qluon Inc. All rights reserved.

Provided for Learn-By-Wire Guard evaluation and customer testing under the applicable Qluon license terms.

LBW Guard Colab Tests

This Space packages the LBW Guard customer Colab notebooks:

• LBW_Guard_Easy_Test_COLAB.ipynb: fast AdamW vs lbw_guard smoke test.
• LBW_Guard_Ablation_Test_COLAB.ipynb: ablation-style AdamW baseline and lbw_guard comparison.

Use the app to download either notebook, then open it in Google Colab with a GPU runtime.

The notebooks install LBW-Guard from Python package distribution and do not import local source folders.

Related Paper

Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency

• Author: Anis Radianis
• arXiv: https://arxiv.org/abs/2605.19008
• DOI: https://doi.org/10.48550/arXiv.2605.19008

If you use these notebooks or the lbw-guard package in evaluation, please cite the paper above.