suriyagunasekar/midjourney-text-prompts

Midjourney Text Prompts Dataset

This dataset contains extracted and cleaned Midjourney text prompts from Discord message JSON files.

Dataset Description

• —Source: Midjourney Discord server message data
• —Task: Text-to-image prompt extraction
• —Message Types: Filtered for INITIALORVARIATION (type 0) and UPSCALE (type 19) messages

Data Processing

1. 1.Extracted prompts from messages with double-star formatting (**prompt**)
2. 2.Removed embedded image URLs (e.g., https://s.mj.run/xxx)
3. 3.Removed duplicate and invalid prompts
4. 4.Split into train/validation/test sets

Dataset Structure

• —train.jsonl: 53,610 prompts (80%)
• —validation.jsonl: 6,701 prompts (10%)
• —test.jsonl: 6,702 prompts (10%)

Data Format

Each line is a JSON object with a prompt field:

{"prompt": "a beautiful sunset over the ocean, photorealistic, dramatic lighting --ar 16:9"}

Use Cases

This dataset is suitable for:

• —Language model fine-tuning on text-to-image prompts
• —Prompt generation training
• —AI art prompt analysis

Statistics

• —Total unique prompts: 67,013
• —Average prompt length: ~119 characters
• —Median prompt length: 86 characters