# fashion_week_pantone LoRA article and credits

## Identity

LoRA name: fashion_week_pantone

Base model: flux2klein

Project concept: flux2klein_slider_paris_concept

Primary trigger token: fashion_week_pantone

Secondary concept token: flux2klein_slider_paris_concept

Dataset package: flux2klein_slider_paris_concept_training_1024_v2.zip

fashion_week_pantone is a realistic fashion/product-style LoRA concept built around Paris street fashion, Paris Fashion Week 2026 mood, Klein-blue slider/sandal cues, and verified Pantone Color of the Year metadata for 2024, 2025, and 2026. The intended output style is high-detail editorial realism: outdoor Paris light, street-fashion posture, pavement and architecture texture, close-up footwear framing, and restrained color accents rather than a synthetic runway illustration.

The dataset was prepared for flux2klein as a compact, captioned 1024x1024 training pack. It combines two visual branches:

1. Slider / footwear / Paris context: 14 curated images focused on sandals, slide-sandal geometry, sidewalk texture, Paris streets, and street-fashion context.

2. Fashion Week / Pantone add-on: 10 images focused on Paris fashion-event styling, fashion-week crowd energy, Cloud Dancer white styling, Peach Fuzz family styling, and Mocha Mousse neutral/brown styling.

The LoRA should learn a practical design language rather than one single object: Paris editorial realism, wearable styling, clean product detail, high-resolution textures, and color-aware fashion direction.

## Dataset Build Summary

| Field | Value |

| --- | --- |

| Total training images | 24 |

| Matching caption files | 24 |

| Output crop size | 1024 x 1024 px |

| Crop method | focused square crop using source-specific normalized focal points |

| Resize method | Pillow LANCZOS |

| JPEG settings | quality 96, 4:4:4 subsampling |

| Source originals retained | yes |

| Contact sheet generated | yes |

| Manifest generated | yes |

| Zip package generated | yes |

| Training-ready folder | flux2klein_slider_paris_concept_training_1024_v2/ |

| Caption folder | flux2klein_slider_paris_concept_training_1024_v2_captions/ |

| Manifest | flux2klein_slider_paris_concept_training_1024_v2_manifest.csv |

| Contact sheet | flux2klein_slider_paris_concept_training_1024_v2_contact_sheet.jpg |

## Source Breakdown

| Source | Image count |

| --- | --- |

| Pexels | 21 |

| Unsplash | 2 |

| Wikimedia Commons | 1 |

## License Breakdown

| License | Image count |

| --- | --- |

| Pexels License | 21 |

| Unsplash License | 2 |

| CC BY 2.0 | 1 |

## Subset Breakdown

| Subset | Image count |

| --- | --- |

| v1_recommended | 14 |

| fashion_week_pantone_addition | 10 |

## Pantone Color of the Year Status

Pantone Color of the Year is date-sensitive. The dataset uses verified official colors for 2024-2026 and does not invent future official values for 2027 or 2028.

| --- | --- | --- | --- |

| 2025 | official | PANTONE 17-1230 Mocha Mousse | #A47864 |

| 2027 | future_pending | Not announced as of 2026-05-09 | #D8D8D8 |

| 2028 | future_pending | Not announced as of 2026-05-09 | #D8D8D8 |

The approximate HEX values are included only as practical visual references for dataset organization and prompt language. Pantone color data is a proprietary color standard; exact reproduction for manufacturing should use licensed Pantone tools or physical/digital Pantone standards.

## Fashion Week 2026 Interpretation

The dataset uses ?Fashion Week 2026? as a style and context direction: Paris fashion-event atmosphere, street-style energy, polished styling, strong silhouettes, crowd/editorial cues, and real urban texture. The source images are not claimed to be official Paris Fashion Week runway photographs unless the source page itself makes that claim. This distinction matters because a LoRA should learn visual direction without falsely representing event accreditation or brand affiliation.

For the 2026 framing, the dataset emphasizes:

- Cloud Dancer-like white and soft neutral styling.

- Mocha Mousse-like brown/neutral outerwear and grounded fashion tones.

- Peach Fuzz-like soft peach/pink family styling where visually present.

- Paris streets, cafes, pavements, crossings, and architectural backgrounds.

- Footwear and slider/sandal detail as the product anchor.

- Klein-blue sandal cues from blue footwear references.

## Caption Strategy

Captions are literal and intentionally concise. Each image has a matching .txt file with the same basename as the JPEG. The captions prioritize:

- trigger token: fashion_week_pantone

- project token: flux2klein_slider_paris_concept

- scene type: Paris street fashion, Paris Fashion Week mood, product footwear, sidewalk detail

- color family: Klein blue, Cloud Dancer white, Peach Fuzz family, Mocha Mousse family

- quality/style terms: realistic, high detail, street style, product detail

Future Pantone years are not captioned as named colors because 2027 and 2028 were not officially announced on the project date.

## Recommended Training Intent

This is a compact, high-detail style/concept LoRA dataset. It is better suited to targeted identity and style blending than to broad fashion-model generalization. Recommended use cases:

- realistic Paris street-fashion editorials

- Klein-blue slide sandal concepts

- fashion-week-inspired product imagery

- footwear close-ups on pavement or in styled outfits

- Pantone-aware fashion color direction for 2024-2026 color families

- catalog/editorial hybrid shots for flux2klein

Avoid expecting the LoRA to perfectly reproduce branded runway collections or exact Pantone manufacturing colors. The dataset is designed as a visual concept pack, not a licensed Pantone product standard or brand campaign.

## Suggested Prompt Patterns

```text

fashion_week_pantone, flux2klein_slider_paris_concept, realistic Paris Fashion Week street style, Klein blue slide sandals, Cloud Dancer white outfit accents, high detail editorial photography

```

```text

fashion_week_pantone, close-up footwear product photo, Klein blue slider sandals on Paris pavement, realistic rubber and leather texture, high detail

```

```text

fashion_week_pantone, Paris street fashion editorial, Peach Fuzz and Mocha Mousse color family styling, natural daylight, realistic fashion photography

```

```text

fashion_week_pantone, model walking on Paris sidewalk, Klein blue slider sandals, quiet luxury outfit, Cloud Dancer white and Mocha Mousse brown accents, high detail

```

## Training Notes for flux2klein

A conservative starting point for a 24-image set:

| Setting | Starting value |

| --- | --- |

| Resolution | 1024 |

| Batch size | 1 |

| Network dim | 16 or 32 |

| Network alpha | 16 or same as dim |

| UNet learning rate | 1e-4 |

| Text encoder learning rate | lower than UNet, or disabled if trainer recommends it |

| Repeats | 8-12 |

| Initial target steps | about 1000-1500 |

| Caption dropout | low, around 0.05 |

Evaluate early samples before increasing steps. Watch for overfitting signs: repeated faces, repeated street compositions, distorted feet/toes, fake logos, and excessive single-color wash.

## Complete Image Credits

Every training image below is credited with platform, creator, license, original dimensions, crop dimensions, palette/subset tag, and source page.

| --- | --- | --- | --- | --- | --- | --- | --- | --- |

## Caption Ledger

1. v1_recommended__paris_blue_streetstyle_01.jpg: flux2klein_slider_paris_concept, realistic Paris street fashion, blue clothing accent, outdoor portrait, high detail

2. v1_recommended__paris_denim_streetstyle_02.jpg: flux2klein_slider_paris_concept, chic Paris street style, realistic fashion photo, centered subject, high detail

3. v1_recommended__paris_bw_streetstyle_03.jpg: flux2klein_slider_paris_concept, Paris street fashion, black and white editorial style, centered person, high detail

4. v1_recommended__sandals_pavement_05.jpg: flux2klein_slider_paris_concept, realistic sandals on pavement, close-up footwear, centered subject, high detail

5. v1_recommended__blue_sandals_sand_06.jpg: flux2klein_slider_paris_concept, blue sandals, realistic footwear product detail, centered subject, high detail

6. v1_recommended__blue_sandals_grass_07.jpg: flux2klein_slider_paris_concept, blue sandals, close-up realistic footwear, high detail texture

7. v1_recommended__paris_sidewalk_09.jpg: flux2klein_slider_paris_concept, Paris sidewalk, realistic street environment, centered walkway, high detail

8. v1_recommended__paris_marais_street_10.jpg: flux2klein_slider_paris_concept, Paris Marais street, realistic urban fashion environment, high detail

9. v1_recommended__paris_reflection_street_11.jpg: flux2klein_slider_paris_concept, Paris street reflection, realistic architecture and pavement, high detail

10. v1_recommended__paris_cafe_street_12.jpg: flux2klein_slider_paris_concept, Paris cafe street, realistic sidewalk fashion environment, high detail

11. v1_recommended__sandals_cliff_13.jpg: flux2klein_slider_paris_concept, realistic sandals close-up, outdoor footwear, centered subject, high detail

12. v1_recommended__unsplash_slide_sandals_15.jpg: flux2klein_slider_paris_concept, realistic slide sandals, footwear product shape, high detail

13. v1_recommended__unsplash_slide_sandals_on_feet_16.jpg: flux2klein_slider_paris_concept, slide sandals on feet, realistic pavement footwear, high detail

14. v1_recommended__wikimedia_paris_fashion_19.jpg: flux2klein_slider_paris_concept, Paris fashion photography, realistic street fashion production, high detail

15. fashion_week_pantone_addition__pfw_chic_scene_01.jpg: flux2klein_slider_paris_concept, Paris Fashion Week 2026 mood, chic street fashion, realistic outdoor fashion event, high detail

16. fashion_week_pantone_addition__pfw_red_hat_02.jpg: flux2klein_slider_paris_concept, Paris fashion event, dramatic street style, realistic night fashion portrait, high detail

17. fashion_week_pantone_addition__pfw_black_dress_03.jpg: flux2klein_slider_paris_concept, Paris Fashion Week 2026 mood, elegant model walking in Paris street, high detail

18. fashion_week_pantone_addition__cloud_dancer_white_outfit_04.jpg: flux2klein_slider_paris_concept, PANTONE 11-4201 Cloud Dancer inspired white outfit, Paris fashion event, realistic high detail

19. fashion_week_pantone_addition__peach_fuzz_pink_attire_05.jpg: flux2klein_slider_paris_concept, Peach Fuzz color family fashion accents, Paris Fashion Week street style, high detail

20. fashion_week_pantone_addition__pfw_two_white_black_06.jpg: flux2klein_slider_paris_concept, Cloud Dancer white fashion accents, Paris fashion event, realistic street style, high detail

21. fashion_week_pantone_addition__paris_crossing_chic_07.jpg: flux2klein_slider_paris_concept, Parisian street fashion walk, realistic urban fashion, high detail

22. fashion_week_pantone_addition__louvre_summer_style_08.jpg: flux2klein_slider_paris_concept, chic street style in Paris, Louvre fashion walk, realistic high detail

23. fashion_week_pantone_addition__eiffel_sunny_style_09.jpg: flux2klein_slider_paris_concept, sunny Paris street style, realistic fashion portrait, high detail

24. fashion_week_pantone_addition__mocha_mousse_brown_coat_10.jpg: flux2klein_slider_paris_concept, Mocha Mousse brown coat color family, Paris street fashion, realistic high detail

## License and Rights Notes

The dataset uses images from Pexels, Unsplash, and Wikimedia Commons with platform/file licensing recorded in the manifest. Attribution may not be required by every platform license, but it is still preserved here for traceability and respect for creators.

Important cautions:

- Free-to-use stock licensing is not the same as a guarantee of model releases, trademark clearance, property releases, or endorsement rights for every commercial scenario.

- Images containing recognizable people should be handled carefully for downstream commercial model distribution.

- Do not imply Pantone endorsement. Pantone names are used as color-trend references and metadata.

- Do not claim official Paris Fashion Week accreditation from this LoRA or dataset.

- Do not use future Pantone 2027/2028 names until Pantone officially announces them.

## Files Created for This Project

| File or folder | Purpose |

| --- | --- |

| flux2klein_slider_paris_concept_training_1024_v2/ | final training images |

| flux2klein_slider_paris_concept_training_1024_v2_captions/ | caption .txt files |

| flux2klein_slider_paris_concept_training_1024_v2_manifest.csv | full source/license/caption ledger |

| flux2klein_slider_paris_concept_training_1024_v2_contact_sheet.jpg | visual QA preview |

| flux2klein_slider_paris_concept_training_1024_v2.zip | portable training pack |

| pantone_coty_2024_2028_status.json | official/future-pending Pantone status metadata |

| pantone_coty_2024_2028_status_reference.png | visual palette/status reference, not a training image |

| image_source_manifest.md | source notes and project build history |

| prepare_lora_images.py | first dataset preparation script |

| prepare_fashion_week_pantone_addition.py | Fashion Week/Pantone add-on preparation script |

## External References

- Pantone 2026 official page: https://www.pantone.com/color-of-the-year/2026

- Pantone 2025 story: https://connect.pantone.com/color-insider/the-story-of-color-of-the-year-2025

- Pantone 2024 press release: https://www.pantone.com/media/wysiwyg/color-of-the-year/downloads/media-kit/Pantone-Color-of-the-Year-2024-Press-release-ENGLISH.pdf

- FHCM upcoming seasons: https://www.fhcm.paris/en/upcoming-seasons-and-previous-editions

- Pexels license: https://help.pexels.com/hc/en-us/articles/360042295174-What-is-the-license-of-the-photos-and-videos-on-Pexels

- Unsplash license: https://unsplash.com/license

- Wikimedia Commons file license used in this dataset: https://commons.wikimedia.org/wiki/File:Fashion_photography_in_Paris,_2_July_2017.jpg

## Final Positioning

fashion_week_pantone should be described as a realistic flux2klein LoRA for Paris Fashion Week-inspired street fashion, Klein-blue slider/sandal concepts, and Pantone Color of the Year 2024-2026 color-family direction. It should not be described as an official Pantone product, an official Paris Fashion Week asset, or a brand-endorsed dataset.

Files with SHA256: 009ea0c95e24ad7570c32435ae75c89a042f3921bd5d7ab9be16de40bfbfb17e