# FLUX Notes

## Current useful collected workflows

- `models/flux/all-in-one-fluxdev-v0-2/`
- `models/flux/flow-upscaler/`
- `models/flux/flux-fill-inpainting/`
- `models/flux/flux-redux-reference-restyle/`
- `models/flux/flux-union-controlnet/`

## Current strongest roles

- `flow-upscaler`:
  - strongest practical upscale-oriented FLUX workflow so far
- `flux-fill-inpainting`:
  - cleanest dedicated edit/inpaint route
- `flux-redux-reference-restyle`:
  - good reference-led variation / restyling baseline
- `flux-union-controlnet`:
  - strongest structure-control baseline
- `all-in-one-fluxdev-v0-2`:
  - useful as a source mine, not necessarily as a final master

## Current heuristics

- Prefer clean specialist graphs over giant all-in-one graphs when building optimized masters.
- Use big all-in-one graphs as idea mines for nodes/settings, not as the final default.
- Control, edit, and upscale workflows matter more than plain text-to-image for the current interest group.

## Best current optimization direction

- `optimized/upscale-restoration/` should likely borrow first from `flow-upscaler`
- `optimized/image-edit/` should likely compare:
  - `flux-fill-inpainting`
  - `flux-redux-reference-restyle`
  - `flux-union-controlnet`
- `all-in-one-fluxdev-v0-2` is the place to steal useful sub-ideas if a cleaner graph needs a missing feature