LLMs_MBTI👩‍💼👨‍💻👨‍💼👩‍🎤🕵️‍♀️

This repo test MBTI for gpt3.5 and gpt4o.

The MBTI analyzes personality on 4 dimensions, each containing 2 opposing preferences:

1. Extraversion E-Introversion I: representing the different sources of energy in each person.
2. Sensing S - Intuition N: representing different brain preferences for sensing.
3. Thinking T - Feeling F: Representing different brain preferences for judgment.
4. judgment J - perception P: whether perception or judgment plays a dominant role in people's adaptation to the external environment.

We test each MBTI question for each language model for 3 times and get their preferences on 4 dimensions according to the number of answers with different preferences for each dimension

Here is a streamlit wesite of result

1. Install

pip install -r requirements.txt

2. Store your keys

In order to hide sensitive information (API keys), you should store your keys in .env file (which should be ignored by git) like:

OPENAI_API_KEY=sk-xxxxxxx

And include in your code like:

from dotenv import load_dotenv

load_dotenv()  # take environment variables from .env.

openai.api_key = os.getenv('OPENAI_API_KEY')

If you don't have dotenv, install first:

pip install python-dotenv

3. Get MBTI for GPT3.5 and GPT4o

In scr folder

Use mbti_questions.json in gpt-api-starter.ipynb, we get result in llms_mbti.json, includes answer details, MBTI type, token and money cost.

Then, llms_mbti.json can be further used in web.py for visualization.

4. Visualize(streamlit)

Locally run a steamlit page:

streamlit run web.py --server.port 8001

5. Results

GPT3.5

Personality Type: ENTJ Commander

Celebrities who are ENTJ

Overview of the ENTJ

ENTJ Personality Type

ENTJs are often seen as natural leaders. They are strategic, goal-oriented, and efficiency-driven. Here are some key characteristics of ENTJs:

• Leadership and Vision: ENTJs are known for their ability to create future visions and mobilize others to achieve them.
• Decisiveness: They can make quick and confident decisions based on logical reasoning and analysis.
• Efficiency and Organization: They value efficiency and effectiveness, often excelling in managerial roles as they can create order and structure.
• Confidence: They exude confidence and are often seen as charismatic and persuasive.

Usage and Cost Details

• Total cost for tree times testing: $0.010 USD

GPT4o

Personality Type: INTJ Architect

Celebrities who are INTJ

Overview of the INTJ

INTJ Personality Type

INTJs are often seen as strategic and visionary thinkers. They are analytical, goal-oriented, and independent. Here are some key characteristics of INTJs:

• Strategic Planning: INTJs are known for their ability to see the big picture and develop long-term plans to achieve their goals.
• Logical Decision Making: They rely on logical reasoning and objective analysis to make decisions.
• Independence: They value independence and often prefer working alone or in small groups where they can focus on their ideas.
• Confidence and Determination: They are confident in their abilities and determined to achieve their objectives.

Usage and Cost Details

• Total cost for tree times testing: $0.084 USD