Gemma4Tunnel

Gemma4Tunnel is a LoRA adapter fine-tuned from unsloth/gemma-4-12b-it for tunnel boring machine and tunnelling engineering research assistance.

Dataset

Training data: TUSTResearcher/gemma4tunnel-data.

The data pipeline is designed to include only sources classified as suitable for public model training. Review the dataset repo's license_audit.csv for source-level decisions.

Intended use

Research and education in tunnelling/TBM engineering
Drafting technical explanations
Preparing checklists, risk registers, and study notes

Limitations

Not a substitute for professional engineering judgement.
Must not be used as the only basis for design, construction, safety-critical, legal, or contractual decisions.
May still hallucinate; use RAG with source citations for paper-specific answers.

Recommended use

Use this adapter together with a private RAG system over your Zotero library for exact source-grounded answers.

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Model tree for TUSTResearcher/gemma4tunnel

Base model

google/gemma-4-12B

Finetuned

google/gemma-4-12B-it

Finetuned

unsloth/gemma-4-12b-it

Adapter

(2)

this model