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Understanding Dim and Alpha: Key Concepts for LoRA Training

by StokeAI Tools and Resources, Learning Curve, LoRA TrainingPosted on No Comments

Introduction If you’re experimenting with LoRA training, you’ve likely come across different software tools, each using slightly different terminology to refer to the dimensions and scaling parameters of your model. Whether you’re using ai-toolkit, Kohya-ss, or another tool, understanding these parameters is crucial for getting the best results from your model. This article aims to …

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Effortless Image Captioning for Flux Models Using Colab

by StokeAI Tools and Resources, Large Language ModelsPosted on No Comments

Introduction When it comes to training LoRA models on Flux (such as Flux Dev or Flux Schnell), one of the most challenging tasks can be generating high-quality, detailed captions for your image datasets. That’s where this easy-to-use Colab notebook comes in, offering a powerful yet simple solution for automatically captioning images using the Florence-2 model, …

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