LoRA Data Tool - Multi-Res - Lora Data Builder - v2.0 Showcase
🚀 LORA Data Builder 2.0 (v2.0 FINAL)
This is the definitive evolution of the Windows tagging tool. This software has been engineered as a professional Portable Suite for LoRA dataset preparation, designed to run entirely on CPU.
Why CPU-Only? Many users face "WinError 126" or CUDA version conflicts with GPU-based tools. This version eliminates those issues, providing a stable, reliable, and fast experience on any modern Windows machine, regardless of your graphics card.
🌟 Key New Features in v2.0
The workflow has been completely modernized:
📋 Paste from Clipboard: The ultimate time-saver. Simply copy an image from your browser and paste it directly into the tool for instant analysis.
💾 Live Text Editing: The Auditor is now interactive. Modify the generated prompt and save it directly to the
.txtfile with one click.⚡ 5-Beam Precision Engine: We use a 5-beam search (num_beams=5) on the Florence-2 model to ensure the highest descriptive accuracy.
🚫 Popup-Free Workflow: All actions and "⏳ ANALYZING..." statuses are displayed in a sleek, non-blocking animated status bar.
🧠 Performance & Hardware
Optimized with Torch 2.9.1, the tool leverages modern CPU instruction sets:
High-End Desktop: Extremely fast batch processing.
Modern Laptops (Core Ultra / i9 / i7): High-speed inference (2-3 seconds for "Long" descriptions).
Standard Hardware: Solid and reliable performance on any modern PC.
📊 Professional Dataset Management
Deterministic Generation: Consistent tagging style across your entire dataset.
Smart Scaling: Automated high-quality resizing (512, 768, 1024px) using Lanczos filtering.
Bulk Tools: Instant Search & Replace tags across thousands of files.
📦 Fully Portable & Offline
Zero Setup: Includes the full portable Python environment and the Florence-2 model pre-installed.
Total Privacy: Everything stays local on your machine.
🏆 Credits
Original Logic: SarcasticTofu
Windows Port, CPU Optimization & GUI Development: Jazara930