#LoRA

Testing Live2D Face-Part Separation with Qwen-Image-Layered on RunPod

Using tori29umai’s LoRA to automatically split facial parts, results from batching 28 images, and a log of running into the limits when attempting finer hair separation

13 Failed LoRA Training Runs on Mac M1 Max, Then Success on RunPod

Went 0-for-13 trying to train an Illustrious-XL LoRA on a Mac Studio M1 Max 64GB. With help from multiple AI agents, pinpointed the root causes and finally succeeded on a RunPod RTX 4090. The full record: three fatal parameters and the sd-scripts trap.

RunPod setup for Qwen-Image-Layered LoRA

Configuration for running a Qwen-Image-Layered LoRA that automatically separates facial parts on RunPod. Comparison of RTX 6000 Ada (48GB) and RTX PRO 6000 (96GB).

SeaArt LoRA Training — Practical Notes: Getting It to Generate as Intended

A hands-on log of three iterations of LoRA training on SeaArt. Summarizes model selection, parameter tuning, and lessons learned from failures.

SeaArt LoRA Training Guide

How to train LoRA in the cloud on SeaArt and download a safetensors file for local generation.

LoRA: Setting Up a Training Environment on an RTX 3060 Laptop (6 GB VRAM)

Step-by-step guide to building a LoRA training environment on Windows 11 with an RTX 3060 Laptop (6 GB VRAM) using kohya_ss — from caption writing to VRAM-saving settings.

Setting Up LLM/RAG for Work, So I Tried LoRA Training on the Side (Part 1)

Introducing a Mac mini M4 Pro to build an in-house RAG system. A plan for setting up a LoRA training environment during downtime while waiting for specs to be finalized.