fblissjr-ComfyUI-QwenImageWanBridge/web

Qwen ComfyUI Web Extensions

This directory contains JavaScript extensions for ComfyUI that provide advanced tokenization analysis and spatial editing tools for Qwen2.5-VL models.

Files Overview

Core Extensions

qwen_template_builder.js

• Purpose: Template system integration for QwenTemplateBuilder node
• Features:
  • Auto-updates system prompts based on preset selection
  • Manages vision token inclusion settings
  • Simple dropdown-driven interface

qwen_token_analyzer.js

• Purpose: Token analysis and spatial coordinate editing
• Features:
  • Real-time token sequence analysis
  • Interactive spatial coordinate editor with canvas
  • Template prompt generation
  • Token validation and error detection
• Adds to nodes: QwenVLTextEncoder

qwen_token_visualizer.js

• Purpose: Advanced token sequence visualization
• Features:
  • Color-coded token display by category
  • Sequence highlighting and grouping
  • Interactive token selection
  • Export analysis to JSON
  • Token efficiency metrics
• Adds to nodes: QwenTokenDebugger

qwen_testing_interface.js

• Purpose: Comprehensive testing environment
• Features:
  • Pre-built test templates for different use cases
  • Custom test creation
  • Validation rules for coordinates and sequences
  • Batch testing and result export
  • Error detection and reporting
• Adds to nodes: QwenVLTextEncoder, QwenTokenDebugger

Token Categories

The extensions recognize and handle these Qwen2.5-VL token categories:

Vision Processing Tokens

• <|vision_start|> (ID: 151652) - Begin vision processing
• <|vision_end|> (ID: 151653) - End vision processing
• <|image_pad|> (ID: 151655) - Image patch placeholder
• <|video_pad|> (ID: 151656) - Video frame placeholder
• <|vision_pad|> (ID: 151654) - General vision padding

Spatial Reference Tokens

• <|object_ref_start|> / <|object_ref_end|> (ID: 151646-151647) - Object identification
• <|box_start|> / <|box_end|> (ID: 151648-151649) - Bounding box coordinates
• <|quad_start|> / <|quad_end|> (ID: 151650-151651) - Polygon coordinates

Chat Format Tokens

• <|im_start|> (ID: 151644) - Begin chat message
• <|im_end|> (ID: 151645) - End chat message

Code Completion Tokens

• <|fim_prefix|>, <|fim_middle|>, <|fim_suffix|> - Fill-in-the-middle
• <|repo_name|>, <|file_sep|> - Repository context

Tool Calling Tokens

• <tool_call> / </tool_call> - Function calling markers

Usage Guide

1. Token Analysis (qwen_token_analyzer.js)

When using QwenVLTextEncoder nodes, you'll see an "Analyze Tokens" button:

// Click "Analyze Tokens" to get:
// - Token count statistics
// - Sequence validation
// - Template suggestions
// - Error detection

2. Spatial Coordinate Editor

Click "Spatial Editor" to open an interactive canvas:

// Features:
// - Click and drag to create bounding boxes
// - Automatic token generation: <|box_start|>x1,y1,x2,y2<|box_end|>
// - Multiple region support
// - Export tokens to clipboard

3. Token Visualization (qwen_token_visualizer.js)

The QwenTokenDebugger node automatically shows a visual token breakdown:

// Visual features:
// - Color-coded tokens by category
// - Sequence highlighting
// - Click tokens to highlight/unhighlight
// - Export analysis as JSON

4. Testing Interface (qwen_testing_interface.js)

Click "Open Testing Interface" for comprehensive testing:

// Test templates included:
// - Basic Vision: <|vision_start|><|image_pad|><|vision_end|>
// - Chat + Vision: Full conversation format
// - Spatial Editing: Object references with coordinates
// - Multi-object: Multiple spatial references
// - Code Completion: Fill-in-the-middle patterns

Common Usage Patterns

Basic Vision Processing

Describe this image: <|vision_start|><|image_pad|><|vision_end|>

Chat with Vision

<|im_start|>user
Analyze this image: <|vision_start|><|image_pad|><|vision_end|>
What objects do you see?
<|im_end|>

Spatial Object Editing

<|im_start|>user
Edit the <|object_ref_start|>car<|object_ref_end|> at <|box_start|>100,50,300,200<|box_end|> 
in this image: <|vision_start|><|image_pad|><|vision_end|>
Make it red.
<|im_end|>

Multiple Object References

Edit the <|object_ref_start|>car<|object_ref_end|> at <|box_start|>100,100,200,200<|box_end|> 
and the <|object_ref_start|>tree<|object_ref_end|> at <|box_start|>300,50,400,150<|box_end|>

Polygon-based References

Modify the building outline <|quad_start|>10,20 100,25 95,80 8,75<|quad_end|> to add windows.

Coordinate Formats

Bounding Box Coordinates

• Format: <|box_start|>x1,y1,x2,y2<|box_end|>
• Example: <|box_start|>100,50,300,200<|box_end|>
• Validation: x2 > x1 and y2 > y1

Polygon Coordinates

• Format: <|quad_start|>x1,y1 x2,y2 x3,y3 x4,y4<|quad_end|>
• Example: <|quad_start|>10,20 100,25 95,80 8,75<|quad_end|>
• Validation: Space-separated x,y coordinate pairs

Integration with Nodes

QwenVLTextEncoder

• Adds "Analyze Tokens" button
• Adds "Spatial Editor" button
• Adds "Open Testing Interface" button
• All features work with the text/prompt input

QwenTokenDebugger

• Automatically displays token visualizer
• Shows real-time analysis as you type
• Provides validation and error reporting
• Adds "Open Testing Interface" button

QwenTemplateBuilder

• Auto-updates system prompts based on presets
• Manages vision token inclusion
• Simple dropdown interface

Error Detection

The extensions automatically detect common issues:

Coordinate Errors

• Invalid number format in coordinates
• Wrong number of coordinate values
• Malformed coordinate pairs

Sequence Errors

• Unmatched opening/closing tokens
• Empty vision sequences
• Malformed token structures

Validation Messages

• Clear error descriptions
• Position information for errors
• Suggested corrections

Export Features

Token Analysis Export

• JSON format with complete analysis
• Token breakdown by category
• Sequence information
• Efficiency metrics

Test Results Export

• Comprehensive test history
• Custom test definitions
• Validation results
• Performance metrics

Browser Compatibility

• Modern browsers with ES6+ support
• Canvas API for spatial editor
• Local storage for preferences
• Clipboard API for copy/paste

Performance Notes

• Token analysis is performed client-side
• Real-time updates for small texts
• Debounced analysis for large inputs
• Efficient regex-based parsing
• Minimal DOM manipulation

Troubleshooting

Common Issues

1. Buttons not appearing

   • Ensure ComfyUI is fully loaded
   • Check browser console for errors
   • Verify web directory is properly configured

2. Spatial editor not working

   • Check Canvas API support
   • Verify mouse event handling
   • Clear browser cache

3. Token analysis errors

   • Validate input text format
   • Check for unsupported token combinations
   • Review coordinate formatting

Debug Mode

Enable debug logging in browser console:

localStorage.setItem('qwen_debug', 'true');

This enables detailed logging of token analysis and validation processes.