README.md

---
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
language:
- en
tags:
- flux
- diffusers
- lora
base_model: "black-forest-labs/FLUX.1-dev"
pipeline_tag: text-to-image
instance_prompt: SAMHTR
library_name: diffusers

inference:
  parameters:
    width: 1536
    height: 768
widget:
- text: "SAMHTR style game background. The camera is positioned at the entrance of the café, offering a clear view of the charming and playful exterior: Café Entrance: The entrance to the café features a bright, welcoming façade with white wooden siding and a red-tiled roof. The back door is adorned with simple, colorful flower pots on either side. The door itself is framed with a cheerful design, including a decorative awning that provides shade and adds a touch of whimsy. Outdoor Seating Area: Directly in front of the entrance, there’s a cozy outdoor seating area. The tables and chairs are designed with playful elements, such as tables shaped like oversized pastries and chairs with coffee mug backrests. The design is simplified to avoid clutter but maintains the café’s cheerful theme. Decorative Elements: The walls around the entrance are adorned with minimal yet vibrant murals depicting coffee cups, cakes, and other café-themed items. There are also a few hanging lanterns or string lights to add a warm and inviting glow. Pathway: The pathway leading to the café entrance is made of colorful cobblestones, but the design is straightforward and not overly intricate. The path is lined with a few decorative plants and shrubs with bright, cartoonish features, but kept simple. Adjacent Features: To the sides of the entrance, you can see parts of the nearby areas, such as the adventure tourism shop and the retro appliance store"
  example_title: "Café outdoor scene"
  output:
    url: "samples/sample_1.png"
- text: "SAMHTR style game background. textured paper collage The paper texture is very visible. There are different textures. The papers are handmade painted with watercolor and crayons. An empty stylized game background scene using muted colors, mainly blue, yellow, orange, black and violet. A winding path crosses the screen, curving from the top left to the bottom right. Below the path, whimsical trees with irregular, bulbous shapes and playful, swirling bushes fill the scene. To the right stands a cozy, old-fashioned restaurant with large glass windows, through which warm, soft light spills onto the empty street. Inside, simple wooden tables and chairs are arranged neatly, but the restaurant is vacant, giving it a peaceful, quiet vibe. The restaurant's exterior features a large, aged wooden sign, slightly crooked, with an oversized fork carved into it and the text \"Crespín Restorán\" in quirky, uneven letters. Outside, a few tufts of grass poke through the cracks of the weathered sidewalk tiles, adding to the rustic charm. The night sky above is dark, with a crescent moon shining softly, casting gentle shadows. The street is empty and lonely, illuminated by a few antique-style street lamps that emit a dim, warm light, contrasting with the cold, bluish light of the street itself. The lamps are bent and irregular, with wavy lines, and their light creates playful, wavy reflections on the pavement. The visual style in these images can be characterized as highly exaggerated and car."
  example_title: "Night restaurant outdoor scene"
  output:
    url: "samples/sample_2.png"
- text: "SAMHTR style game background. The interior of the very large hair salon is a vibrant and eccentric space with muted pink walls that radiate playful energy. The two-point perspective, with a slight fisheye distortion, adds a whimsical twist, making the space feel both expansive and intimate, with curved lines that soften the room’s edges. On the side walls, large mirrors framed by round, yellow bulbs evoke a vintage dressing room style, casting a warm, welcoming glow throughout the scene.  Mounted on the walls are several white Styrofoam mannequin heads, each showcasing brightly colored, extravagant wigs: giant curls, impossible buns, and towering beehive hairstyles. The heads are arranged irregularly, adding a surreal and quirky vibe to the space.  Below each mirror are tables cluttered with hairdressing tools, ranging from old-fashioned hair dryers and multi-colored brushes to retro-styled bottles of glitter and styling products, all with packaging that feels like a throwback to another era. Hanging from the ceiling are ornate, baroque chandeliers adorned with colorful crystals, adding an exaggerated touch of luxury and casting a soft sparkle that contrasts with the mirrors' bright lights.  At the back, a large window opens up to a breathtaking view of a quaint street with pastel-colored buildings. Beyond the street, the landscape dramatically shifts, with a cliff that drops off sharply into the ocean, whose blue waters shimmer under the sunlight. The view of the sea adds a surreal, almost dreamlike contrast to the colorful and over-the-top interior of the salon.  The overall atmosphere is one of unbridled fun, where every detail seems designed to surprise and delight, blending retro and extravagant elements into a cartoonish and exaggerated scene"
  example_title: "Hair salon indoor"
  output:
    url: "samples/sample_3.png"
- text: "SAMHTR style game background. The street is a charming, picturesque scene, with pastel-colored buildings lining the sidewalk, each one unique and quirky in its design. The cobblestone road adds a nostalgic, almost storybook quality to the environment. In the center of this lively street stands the hair salon, its exterior as bold and kitschy as its interior. The front of the salon is painted a vibrant pink, with exaggerated, rounded shapes framing the large, curved window that offers a glimpse into the colorful world inside. The building itself is slightly bulbous, with soft, irregular lines that make it feel almost like it's from a cartoon.  Above the entrance, a large, swirling sign reads ‘Fabulous Hair Salon’ in exaggerated, retro-style lettering, with neon lights blinking in different colors, giving the front an extra splash of character. The door is framed by playful, oversized decorations resembling hairstyling tools – a giant comb on one side and a pair of curling irons on the other – adding to the salon's eccentric flair.  Through the enormous window, you can see the bright pink interior, with glowing mirrors, mannequin heads adorned with colorful wigs, and chandeliers hanging from the ceiling, all inviting you into this whimsical space. The lighting from inside spills out onto the sidewalk, casting a warm, colorful glow that contrasts with the soft natural light of the street.  Beyond the street, there’s an unexpected shift in scenery – the street abruptly ends in a cliff, where the land drops off sharply into the vast, shimmering ocean below. The deep blue sea stretches out toward the horizon, providing a stunning, almost surreal backdrop to the lively and eccentric street. The contrast between the cozy, whimsical hair salon and the dramatic cliffside view creates a striking and dreamlike atmosphere, making the whole scene feel like it belongs in a vibrant, animated world."
  example_title: "Hair salon outdoor"
  output:
    url: "samples/hair_saloon_outdoor.png"



---

# Flux Samhtr Remastered

Trained on Replicate using:

https://replicate.com/ostris/flux-dev-lora-trainer/train


## Trigger words
You should use `in the style of SAMHTR` to trigger the image generation.


## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('lichorosario/flux-samhtr-remastered', weight_name='lora.safetensors')
image = pipeline('your prompt').images[0]
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)