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🛠️ Tools

MER-Factory provides interactive tools to help you manage your data and configure processing pipelines.

Tune Dashboard

The Tune Dashboard is a web-based interface that provides two main functionalities:

📊 Data Curation

  • CSV Upload & Preview: Upload your dataset CSV files and preview them interactively
  • Media Preview: View images and videos directly in the browser
  • Quality Rating: Rate data samples with a 5-star rating system
  • Inline Editing: Edit dataset fields directly in the interface
  • Export: Export your curated data back to CSV format

⚙️ Prompt Configuration & CLI running

  • Prompt Editing: Load and modify the default prompts used by MER-Factory
  • Visual Configuration: Configure all MER-Factory parameters through a user-friendly interface
  • Model Selection: Choose between different AI providers (Gemini, ChatGPT, Ollama, HuggingFace)
  • Command Generation: Automatically generate the complete command line for your configuration
  • Download Prompts: Export your customized prompts as prompts_v{i}.json
  • CLI Tool: Run the CLI tool main.py directly to tune the hyper-parameters. Then export and load the constructed dataset directly into the Data Curation to rate and curate.

Access the Dashboard

Note: The preview functionality for videos/images is for demonstration purposes only. Please clone the repository locally run dashboard.py to use.

🚀 Open Tune Dashboard

Features Overview

Data Management

  • Drag & Drop Upload: Simply drag your CSV files to get started
  • Pagination: Navigate through large datasets easily
  • Media Integration: Preview videos and images with customizable path prefixes
  • Real-time Editing: Changes are saved automatically as you edit

Configuration Management

  • Prompt Templates: Edit system prompts, user prompts, and task-specific templates
  • Parameter Tuning: Adjust thresholds, concurrency, and processing options
  • Model Configuration: Set up API keys and model parameters for different providers
  • Export Ready: Generate production-ready command lines

User Experience

  • Modern UI: Clean, dark-themed interface built with Tailwind CSS
  • Responsive Design: Works on desktop and mobile devices
  • Keyboard Shortcuts: Efficient navigation and editing
  • Toast Notifications: Clear feedback for all actions

Getting Started with the Dashboard

  1. Open the Dashboard: Click the link above to access the Tune Dashboard
  2. Upload Your Data: Switch to the “Data Curation” tab and upload a CSV file
  3. Review and Edit: Use the interface to review, rate, and edit your data
  4. Configure Processing: Switch to “Prompt & Run” tab to set up your processing pipeline
  5. Generate Command: Click “Generate Command” to get your ready-to-run CLI command
  6. Download Assets: Export your edited prompts and run the generated command

Technical Requirements

  • Browser: Modern web browser with JavaScript enabled
  • File Formats: CSV files for data, JSON files for prompts
  • Media Support: Common image (JPG, PNG) and video (MP4, AVI) formats

The Tune Dashboard is designed to streamline your MER-Factory workflow, making data curation and configuration management intuitive and efficient.