WhiteLightning

Docker Command Generator

@whitelightning:~$ Welcome to Docker Command Generator!

Configure your WhiteLightning parameters below.

@whitelightning:~$ Enter OpenRouter API Key:

@whitelightning:~$ Problem Description (required):

@whitelightning:~$ Advanced Options (optional):

Model Type:

Activation:

Data Gen Model:

Config LLM Model:

Output Path:

Language:

Refinement Cycles:

Batch Size:

Max Features:

Edge Case Volume:

Generate Edge Cases:

Skip Data Generation:

Skip Model Training:

Config Path:

Use Own Dataset (filename only): Path: /app/models/own_data/filename

@whitelightning:~$ Select your platform:

📖 How to use:

API Key: Enter your OpenRouter API key for LLM access
Problem Description: Describe your classification task (required)
Advanced Options: Configure model type, language, batch settings, etc.
Platform: Choose your operating system for the correct command format
Generate: Click to create your personalized Docker command
Copy: Use the copy button to copy the command to your clipboard

💡 Example configurations:

Basic sentiment analysis: "Classify text as positive, negative, or neutral sentiment"
News categorization: "Classify news articles into sports, politics, technology, or entertainment"
Spam detection: "Classify emails as spam or not spam"
Language detection: "Classify text by language: English, Spanish, French, or German"

🔧 Advanced options:

--model-type - Choose between tensorflow, torch, or sklearn
--activation - Use sigmoid for multi-label, softmax for single-label
--lang - Set primary language (english, ukrainian, spanish, etc.)
--refinement-cycles - Number of prompt improvement iterations
--batch-size - Parallel API requests for faster generation
--skip-data-gen - Train only using existing data
--use-own-dataset - Use your own dataset (enter filename only, e.g., "my_data.csv")