The training set consists mostly of images from The Most Outrageous Christmas Light Displays of All Time.
Clean up the dataset by removing blurry images. Split up 640x480 images into two 512x480 so that there is no down scaling.
This version is really quite over the top, putting Christmas light wherever there is room to put one in. Because the training set are all outdoor shots, you need to prompt a bit harder for indoor scenes.
This is epoch 11, the rest can be found here: tensor. art/models/808704872812670351/Christmas-Lights-3-NoCD6Co5E11-2024-12-18-21:47:39-Ep-11
FLUX.1 - dev-fp8
Trigger: christmas lights
Repeat: 20 Epoch: 11 (Seventeen 512x512 image total steps: 4080)
Unet LR: 0.0005 Scheduler: cosine Optimizer: AdamW
Network Dim: 6 Alpha: 3
Epoch Loss
1 0.425
2 0.427 <-
3 0.414
4 0.398
5 0.386
6 0.377
7 0.376
8 0.256
9 0.253
10 0.242 <- lowest
11 0.252








