|
--- |
|
license: other |
|
license_name: flux-1-dev-non-commercial-license |
|
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md |
|
language: |
|
- en |
|
library_name: diffusers |
|
pipeline_tag: text-to-image |
|
--- |
|
# FLUX.1 Merged Models - Several different Schnell:Dev ratios |
|
|
|
This repository includes merged models from black-forest-labs/FLUX.1-dev and black-forest-labs/FLUX.1-schnell, in different ratios. The licenses of both models apply to these merged models. |
|
|
|
Inspired by: https://huggingface.co/sayakpaul/FLUX.1-merged |
|
|
|
## Motivation |
|
|
|
The goal is to create modeld which balance generation speed - allowing near-Dev generations in more like 4-16 generations. |
|
|
|
## Results |
|
|
|
<img src="./images/astronaut_grid_688x512.png"> |
|
<img src="./images/hacker_grid_688x512.png"> |
|
<img src="./images/astronaut_grid_880x656.png"> |
|
<img src="./images/sign_grid_880x656.png"> |
|
<img src="./images/astronaut_grid_880x656_saved_models.png"> |
|
<img src="./images/sign_grid_880x656_saved_models.png"> |
|
|
|
Based on these results, I saved and uploaded models for the ratios 10:1, 4:1, and 2.5:1. |
|
|
|
I recommend The following number of generation steps for these models: |
|
| Model | Steps | |
|
|-------|-------| |
|
| 10:1 | 4-8 | |
|
| 4:1 | 8-16 | |
|
| 2.5:1 | 8-16+ | |
|
|
|
## Procedure |
|
|
|
I modified sayakpaul's merge code to do merges at various ratios (weights), rather than simply averaging the two 1:1, and generated a series of images with those models, and the originals. See [merge_compare.py](./merege_compare.py). |
|
|
|
I first did a series of ratios ranging from mostly Schnell to mostly Dev. Based on those results, I did more tests with larger images in ratios favoring Schnell more. |
|
|
|
From these tests, I saved and uploaded a few of my favorite ratios, namely 10:1, 4:1, and 2.5:1. Then I did some additional generations using those models, see [infer.py](./infer.py). |
