How to use from the
Use from the
llama-cpp-python library
# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="joeh-ops/geothreat-gemma3-1b",
	filename="",
)
llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

GeoThreat Gemma 3 1B

Fine-tuned Gemma 3 1B for threat intelligence summarisation.

Training Details

  • Base model: google/gemma-3-1b-it
  • Method: LoRA SFT + DPO
  • Quantisation: GGUF Q6_K
  • Training date: 2026-04-25
  • Dataset size: 20366 examples

Training Metrics

SFT

Metric Value

DPO

Metric Value

Usage

ollama create geothreat-gemma3 -f Modelfile
ollama run geothreat-gemma3
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GGUF
Model size
1.0B params
Architecture
gemma3
Hardware compatibility
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