Colab experiment notebook
https://colab.research.google.com/drive/1ARZcqMqydK-uAf60_hmP4rA8Z7TtHdlv

Hugging Face trained adapter
https://huggingface.co/utkarshruhela/ballot-guide-ca2024-qwen35-2b-lora
Pinned model commit
d7c826f350b2031c5041dcef0035e1cf62a64061

Official voter guide
https://vig.cdn.sos.ca.gov/2024/general/pdf/complete-vig.pdf

Hosting status: no active paid inference endpoint.

Review access note (October 11, 2026): Google Drive sharing is unavailable at this time, so the live Colab notebook remains restricted. A portable notebook is included at ballot-guide-lab/training/Ballot_Guide_LoRA.ipynb inside 06 Prototype and Colab.zip. In Colab, choose File > Upload notebook to open that copy. The original temporary Colab runtime is offline; trained artifacts and results are archived.