README.md

metadata

title: GeoLLM - Mineral Exploration Geology
emoji: ⛏️
colorFrom: yellow
colorTo: green
sdk: gradio
sdk_version: 5.12.0
app_file: app.py
pinned: false
license: apache-2.0
models:
  - AshkanTaghipour/GeoLLM-Qwen3.5-0.8B
datasets:
  - AshkanTaghipour/mineral-exploration-geology-qa

GeoLLM — Mineral Exploration Geology Assistant

An interactive demo of GeoLLM-Qwen3.5-0.8B, a domain-adapted LLM for mineral exploration geology.

Ask questions about deposit models, geochemistry, geophysics, drilling strategies, and Western Australian geology — the model answers like a knowledgeable colleague, concise and technically grounded.

Model Details

• Base model: Qwen3.5-0.8B
• Fine-tuning: bf16 LoRA (r=16) on 479 expert QA pairs from Western Australian exploration reports
• Format: float32 (~3.4 GB) on CPU via HuggingFace transformers
• Inference backend: transformers with streaming

Links

• All models (0.8B–27B): HuggingFace
• Training code & benchmarks: GitHub
• Dataset: mineral-exploration-geology-qa