A collection of specialized nodes for ComfyUI designed to enhance text processing and file management capabilities. These nodes are primarily tested with SDXL 1.0 models and offer functionalities such as token counting and text sorting.
- Enables precise analysis of text complexity through token counting.
- Provides sorting mechanisms for text segments based on their token counts.
- Facilitates efficient file management by counting files in specified directories.
Context
This toolset consists of custom nodes for ComfyUI that serve specific functions related to text and file management. The primary aim is to streamline tasks such as analyzing text complexity and managing files efficiently.
Key Features & Benefits
The nodes included in this collection offer practical features that enhance the functionality of ComfyUI. For instance, the CountTokens node allows users to determine the number of tokens in a text string, which is critical for understanding text complexity. The TokenCountRanker node sorts text segments by their token counts, enabling users to focus on the most complex parts of the text. Additionally, the FileCountInDirectory node helps users manage their file systems by counting files and filtering by type.
Advanced Functionalities
Each node provides specific advanced functionalities tailored to text and file analysis. The CountTokens node utilizes the CLIP tokenizer from the transformers library, ensuring accurate token counting. The TrimToTokens node allows users to limit text inputs to a specified number of tokens, which is particularly useful in scenarios requiring concise text processing.
Practical Benefits
This collection of nodes significantly improves workflow efficiency in ComfyUI by providing users with tools that enhance control over text and file data. By enabling detailed text analysis and efficient file management, these nodes contribute to higher quality outputs and streamlined processes within the ComfyUI environment.
Credits/Acknowledgments
This repository is maintained by Fearnworks and is open-source, allowing for community contributions and enhancements.