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User seeks advice on creating LoRA models with large datasets for ComfyUI

A user is seeking advice on the optimal workflow for creating a LoRA (Low-Rank Adaptation) model, specifically for use with ComfyUI and the KREA2 model. They possess a large dataset of approximately 40,000 images and videos, much of which includes prompt metadata. The user is looking for guidance on data preparation, including frame extraction from videos, image filtering and deduplication, the number of high-quality images needed for a character LoRA, and the importance of caption cleanup. They are also interested in recommended tools and ComfyUI-specific training workflows. AI

IMPACT Provides insights into user-driven workflows for fine-tuning AI image generation models.

RANK_REASON User is asking for advice on using a specific tool (ComfyUI) and technique (LoRA) for a particular application (image generation).

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User seeks advice on creating LoRA models with large datasets for ComfyUI

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  1. r/StableDiffusion TIER_2 English(EN) · /u/cravesprout ·

    Advice needed: best workflow for creating a LoRA from a large dataset of images/videos with prompt metadata?

    <!-- SC_OFF --><div class="md"><p>Hey everyone,</p> <p>I’m looking for some advice from people with experience creating LoRAs in/for ComfyUI.</p> <p>I currently have a dataset of around <strong>40,000 media files</strong>, ( Im not planning on using all of it on a single characte…