Beyond the GGUF Era: A New Horizon in Local AI Research with DGX Spark

This post explores a new horizon in local AI research using DGX Spark beyond the GGUF model. It introduces the latest F…

The Foundation of LoRA Fine-Tuning Always Starts with the Dataset

To successfully carry out LoRA fine-tuning, preparing your dataset is key. This guide provides practical tips on image …

Analysis of FLUX1-dev 12B LoRA Fine-tuning Results - 250 vs 1000 Steps, Who is the Winner?

This post analyzes the performance differences between 250 and 1000 steps in fine-tuning the FLUX1-dev 12B model with L…

Practical Experience of Fine-Tuning FLUX 1-dev 12B LoRA on DGX Spark - The Light and Dark of Low-Power, High-Efficiency Training

Sharing practical experience of fine-tuning the FLUX 1-dev 12B model on ARM-based DGX Spark. Detailed analysis of the l…