README.md

metadata

title: FlowSlider
emoji: 🎚️
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.23.3
app_file: app.py
pinned: false
license: mit

FlowSlider – Continuous Image Editing via Flow Matching

FlowSlider extends FlowEdit with a 3-prompt directional decomposition that gives you a continuous scale knob over the edit intensity — from "no change" to "full edit" and beyond.

Algorithm

V_direction = V_pos − V_neg          (pure editing direction)
V_delta     = (V_neg − V_src) + scale × V_direction

scale	effect
0.0	no edit
1.0	full positive-target edit
> 1	exaggerated / over-edit

How to use

1. Upload a source image.
2. Fill in Source Prompt (describe the image), Positive Target Prompt (desired result), and optionally a Negative Target Prompt (the "opposite" direction; leave blank to default to the source prompt).
3. Enter one or more scales as comma-separated values (e.g. 0.0, 0.5, 1.0).
4. Click Generate — the gallery shows the original plus one result per scale.

Supported backbones

Model	HF Hub
FLUX.1-dev	black-forest-labs/FLUX.1-dev
Stable Diffusion 3	stabilityai/stable-diffusion-3-medium-diffusers