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jejunepixels/Hammershoi-Flux2-LoRA
Hammershoi-Flux2-LoRA is a text-to-image model from jejunepixels. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.
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From the Hugging Face model README
A LoRA fine-tuned on FLUX.2-dev to generate images in the quiet, introspective style of Danish painter Vilhelm Hammershøi (1864–1916). Characterized by muted grey palettes, sunlit domestic interiors, solitary figures, and profound stillness.
This is the second version of the Hammershoi LoRA, trained on FLUX.2-dev with refined training parameters for improved style retention. See also the Flux1 version.
You should use hmrsh to trigger the image generation.
| Parameter | Value |
|---|---|
| Steps | 20 |
| Guidance | 4.0 |
| LoRA scale | 1.0 |
| Resolution | 896×1152 (portrait) · 1024×1024 (square) · 768×1344 (tall) · 1152×896 (landscape) · 1344×768 (wide) |
| Sampler | Euler |
| Scheduler | Flux2Scheduler |
The model was trained on structured captions. Following this format gives the best results:
hmrsh, [category], [framing], [lighting], [subject description], oil on canvas, danish symbolism, muted palette
Category — choose one:
portrait painting — figures, people, hands, facesinterior painting — rooms, furniture, architectural detailslandscape painting — outdoor scenes, fields, skiesFraming — choose one:
wide — full scene with environmentmedium — figure from waist upclose up — head/hands/objectsextreme close up — fine detail cropsfull figure — head to toeLighting — choose one:
overcast daylight — flat, grey outdoor lightsoft diffused light — gentle indoor lightbright diffused light — bright but shadowlessdark chiaroscuro — dramatic shadow and contrastcandlelight — warm, intimate flame lightbacklight from window — silhouette against windowAlways end with:
oil on canvas, danish symbolism, muted palette
| Base model | black-forest-labs/FLUX.2-dev |
| Training dataset | jejunepixels/Hammershoi-Training-Dataset |
| Sources | SMK Open · Wikimedia Commons · Nationalmuseum · The Met |
| Training tool | AI Toolkit |
| Trigger word | hmrsh |
| LoRA rank | 16 |
| Steps | 1500 |
| content_or_style | style |
| weight_decay | 0.00001 |
| Sampler | Flowmatch |
| dtype | bf16 |
Released under CreativeML Open RAIL-M. This model builds on FLUX.2-dev — please review Black Forest Labs' terms before commercial use.
Training images are sourced from open-access museum collections (SMK Open, Wikimedia Commons, Nationalmuseum, The Met). Vilhelm Hammershøi died in 1916; his works are in the public domain in all jurisdictions.
Download the weights in the Files & versions tab.