Table 14 Custom quality evaluation results comparison.

From: Localized large language model TCNNet 9B for Taiwanese networking and cybersecurity

Base model

Technical accuracy

Relevance

Detail and depth

Clarity and coherence

gpt-4o

3.871

3.912

4.121

4.324

TCNNet-9B

3.631

3.839

4.087

4.110

gemini-1.5-pro

3.214

3.452

4.021

4.016

Yi-1.5-9B

2.845

2.820

3.423

3.786