Card: curated gallery, honest limitations

README.md

@@ -35,15 +35,19 @@ flux3-mlx "a ceramicist's studio at golden hour, shelves of glazed bowls" --mode
 
 ## Gallery
 
-All images below were generated with this 6bit repo on an M4 Pro, 16 steps, seeds and prompts in `gallery/*.json`.
+Generated with this 6bit repo on an M4 Pro, 16 steps; prompts and seeds in `gallery/*.json`. Curated from a 27-prompt test set: edits, multi-reference and layout were consistently strong; some people shots were dropped for hand errors or smooth skin (see Limitations).
 
 | | |
 |---|---|
-| ![Unretouched macro, Leica M6 on film](gallery/skin_fragment_resin_wafer.jpg)<br><sub>Unretouched macro, Leica M6 on film</sub> | ![Portra 400 editorial](gallery/portra400_apartment_red_jacket.jpg)<br><sub>Portra 400 editorial</sub> |
-| ![Vision3 250D road-movie still, 2.4:1](gallery/vision3_backseat_red_halation.jpg)<br><sub>Vision3 250D road-movie still, 2.4:1</sub> | ![4x5 still life, hard window light](gallery/pomegranate_plaster_still_life.jpg)<br><sub>4x5 still life, hard window light</sub> |
-| ![Two-color risograph poster: exact typography](gallery/swiss_riso_exhibition_poster.jpg)<br><sub>Two-color risograph poster: exact typography</sub> | ![1967 paperback cover, painted](gallery/paperback_cover_glass_orbit.jpg)<br><sub>1967 paperback cover, painted</sub> |
-| ![Architectural interior, blue hour](gallery/midcentury_interior_blue_hour.jpg)<br><sub>Architectural interior, blue hour</sub> | ![Edit: remove the car and its shadow](gallery/edit_remove_car_suburban.jpg)<br><sub>Edit: remove the car and its shadow</sub> |
-| ![Three references -> one gallery wall](gallery/edit_multi_gallery_wall_triptych.jpg)<br><sub>Three references -> one gallery wall</sub> | ![Bounding-box layout (boxes drawn on top)](gallery/bbox_still_life_layout.jpg)<br><sub>Bounding-box layout (boxes drawn on top)</sub> |
+| ![Edit: remove the car and its shadow](gallery/edit_remove_car_suburban.jpg)<br><sub>Edit: remove the car and its shadow</sub> | ![Three references -> one gallery wall](gallery/edit_multi_gallery_wall_triptych.jpg)<br><sub>Three references -> one gallery wall</sub> |
+| ![Edit: recolor the dress, keep the light](gallery/edit_recolor_dress_greenhouse.jpg)<br><sub>Edit: recolor the dress, keep the light</sub> | ![Bounding-box layout (boxes drawn on top)](gallery/bbox_still_life_layout.jpg)<br><sub>Bounding-box layout (boxes drawn on top)</sub> |
+| ![Portra 400 portrait, overcast window light](gallery/older_man_overcast_window.jpg)<br><sub>Portra 400 portrait, overcast window light</sub> | ![Unretouched macro, Leica M6 on film](gallery/skin_fragment_resin_wafer.jpg)<br><sub>Unretouched macro, Leica M6 on film</sub> |
+| ![Vision3 250D road-movie still, 2.4:1](gallery/vision3_backseat_red_halation.jpg)<br><sub>Vision3 250D road-movie still, 2.4:1</sub> | ![CineStill 800T, pushed, red halation](gallery/cinestill800t_corner_store_pushed.jpg)<br><sub>CineStill 800T, pushed, red halation</sub> |
+| ![Upsampled from "night bus stop in the rain, CineStill 800T, one woman waiting under a red umbrella"](gallery/upsample_rain_bus_stop.jpg)<br><sub>Upsampled from "night bus stop in the rain, CineStill 800T, one woman waiting under a red umbrella"</sub> | ![Two-color risograph poster: exact typography](gallery/swiss_riso_exhibition_poster.jpg)<br><sub>Two-color risograph poster: exact typography</sub> |
+| ![1967 paperback cover, painted](gallery/paperback_cover_glass_orbit.jpg)<br><sub>1967 paperback cover, painted</sub> | ![Contact sheet with grease-pencil notes](gallery/contact_sheet_grease_pencil.jpg)<br><sub>Contact sheet with grease-pencil notes</sub> |
+| ![4x5 still life, hard window light](gallery/pomegranate_plaster_still_life.jpg)<br><sub>4x5 still life, hard window light</sub> | ![Product macro: chrome and resin](gallery/chrome_cuff_resin_macro.jpg)<br><sub>Product macro: chrome and resin</sub> |
+| ![Architectural interior, blue hour](gallery/midcentury_interior_blue_hour.jpg)<br><sub>Architectural interior, blue hour</sub> | ![65mm landscape, lone walker](gallery/dune_ridge_lone_walker_70mm.jpg)<br><sub>65mm landscape, lone walker</sub> |
+| ![Upsampled from 12 words: "a halved pomegranate on a plaster plinth, hard window light, Portra 400"](gallery/upsample_pomegranate_short.jpg)<br><sub>Upsampled from 12 words: "a halved pomegranate on a plaster plinth, hard window light, Portra 400"</sub> |  |
 
 ## Which repo?
 
@@ -125,6 +129,10 @@ Source: `black-forest-labs/flux-3-image-klein` `model.safetensors` (sha256 `c3e9
   - Text rendering can be inaccurate.
   - Edits can change content outside the requested region.
   - Prompt following depends on prompt style.
+- What we saw in our own 27-prompt test (on the BF16 reference as much as here, so these are model traits, not
+  conversion artifacts): occasional hand and finger errors, and smooth, slightly waxy skin or a familiar "Flux face"
+  on some portraits. Detailed prompts (or `--upsample`) and a few seeds help; edits, multi-reference and layout
+  were reliably strong.
 - 16 steps at about 7 s/step on an M4 Pro. 4K output is supported by the code but impractically slow on current Macs.
 - No safety classifier is bundled. Under the license, Qualifying Users who use outputs commercially must apply
   content filtering or review.