ChatGPT-BingChat Prompt Generator

Generates ChatGPT/BingChat & GPT-3 prompts using this model trained by Kaludi.

Enter a role and a prompt will be generated based on it.

Web App

Click Here To View This App Online!

Features

• Generate prompts based on a role entered by the user
• Uses a pre-trained language model to generate the prompt

Usage

To use the app, simply enter a role in the input field and click on the "Generate" button. A prompt will be generated based on the role entered.

Examples

Some examples of roles that can be entered:

• Virtual Assistant
• Customer Service Representative
• Personal Assistant
• Data Scientist

Technical details

The app uses Streamlit for the user interface and the Hugging Face Transformers and is a fine-tuned version of philschmid/bart-large-cnn-samsum's model using this dataset.

It achieves the following results on the evaluation set:

• Train Loss: 1.2214
• Validation Loss: 2.7584
• Epoch: 4

Training hyperparameters

The following hyperparameters were used during training:

• optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
• training_precision: float32

Training results

Train Loss	Validation Loss	Epoch
3.1982	2.6801	0
2.3601	2.5493	1
1.9225	2.5377	2
1.5465	2.6794	3
1.2214	2.7584	4

Requirements

• Python 3.6 or higher
• Streamlit
• Transformers (Hugging Face)

Installation

1. Clone the repository:

git clone https://github.com/Kaludii/ChatGPT-BingChat-GPT3-Prompt-Generator.git

2. Install the required packages:

pip install streamlit transformers

3. Run the app:

streamlit run app.py