Karen Gillan SD 1.5, 2 Vectors

SD 1.5 Standard TextualInversion
Download

Karen Gillan SD 1.5, 2 Vectors

2 vectors. Vectors were trained individually and then merged. Probably some potential for improvement by training a third or more vectors but I'm pretty satisfied with the results here. The main area that could be improved is face distortion with more distant shots, although using "restore faces" or img2img at a higher resolution can often solve any weirdness with that.

I will likely work on a SD 2.1 based version soon and upload that as well.

Batch Size 24, 20000 steps for each vector, trained on a 3080Ti

Custom learning rate schedule:

8e-3:40, 7e-3:160, 6e-3:320, 5e-3:520, 4e-3:780, 3e-3:1140, 2e-3:1720, 1e-3:2300, 9e-4:2440, 8e-4:2620, 7e-4:2820, 6e-4:3060, 5e-4:3360, 4e-4:3760, 3e-4:4320, 2e-4:5320, 1e-4:6340, 9e-5:6620, 8e-5:6960, 7e-5:7340, 6e-5:7820, 5e-5:8440, 4e-5:9260, 3e-5:10420, 2e-5:12160, 1e-5:13560, 9e-6:13860, 8e-6:14200, 7e-6:14560, 6e-6:14960, 5e-6:15400, 4e-6:15920, 3e-6:16560, 2e-6:17420, 1e-6:18100, 9e-7:18260, 8e-7:18440, 7e-7:18620, 6e-7:18840, 5e-7:19080, 4e-7:19380, 3e-7:19760, 2e-7

259 sample images

Images were personally selected from her instagram and subreddit, and all cropped and tagged manually. A good mixture of personal photos, photoshoots, press photos, movie stills, etc.