Table 3 Details of included models

From: Prompt engineering in consistency and reliability with the evidence-based guideline for LLMs

Model name

Version name

Details

GPT-4

gpt-4-Web

The default web version of GPT-4 and the release notes were on July 20, 2023.

gpt-4-API

gpt-4-0613 with parameters when assessing API (temperature = 1).

gpt-4-API-0

gpt-4-0613 with setting temperature as 0 when assessing API.

Bard

Bard

Assess through web and the release notes were on October 30, 2023.

GPT-3.5

gpt-3.5-Web

Assess through web and the release notes were on October 17, 2023.

gpt-3.5-API

gpt-3.5-turbo-0613 with default parameters when assessing API.

gpt-3.5-API-0

gpt-3.5-turbo-0613 with setting temperature as 0 when assessing API.

gpt-3.5-ft

gpt-3.5-turbo-0613 with fine-tuning techniques and default parameters (temperature=1) when assessing API.

gpt-3.5-ft-0

gpt-3.5-ft with setting temperature as 0 when assessing API.