README.md

---
tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
- output:
    url: >-
      images/the_palette_is_dominated_by_dark_tones__the_texture_is_pronounced__with_brushstrokes_and_traces_of_paint_visible__imitating_the_process_of_painting_using_multi_layered_tones__the_compos_2121849334.png
  text: >-
    The palette is dominated by dark tones. The texture is pronounced, with
    brushstrokes and traces of paint visible, imitating the process of painting
    using multi-layered tones. The composition is centered around the figures,
    and the background flows smoothly in color and tone. The style is abstract,
    almost sculptural. The style is abstract, almost sculptural. Free, gestural
    brushstrokes create a sense of movement and action. The muted color palette
    includes subtle variations in tone. The sense of depth is achieved through
    different densities of brushstrokes. The light source is diffused, giving
    the image a slightly cool and mysterious shade. The style of painting is
    reminiscent of abstract realism and expressionism.
- output:
    url: >-
      images/generate_hyper_realistic_image_of_a_movie_star_transforming_into_an_epic_viking_warrior_queen__featuring_a_fierce_and_braided_hairstyle_in_fiery_red_and_determined_hazel_eyes__she_wears_2121849334.png
  text: >-
    Generate hyper realistic image of a movie star transforming into an epic
    Viking warrior queen, featuring a fierce and braided hairstyle in fiery red
    and determined hazel eyes. She wears a stunning short skirt Viking-inspired
    armor ensemble, showcasing her hourglass figure with a touch of historical
    fantasy fashion. Set the scene in a mythical Viking longhouse or a snowy
    Norse landscape, capturing the strength and bravery of the warrior queen.up
    close, sexy, teasing , huge breast
- output:
    url: >-
      images/fashion_photography_of_a_a_woman_with_long_flowing_brown_hair_and_piercing_blue_eyes_gazes_intently_at_the_viewer__her_fur_is_made_of_soft_white_curls_and_she_wears_an_expressive_bla_2121849334(3).png
  text: >-
    Fashion photography of a A woman with long,flowing brown hair and piercing
    blue eyes gazes intently at the viewer. Her fur is made of soft white
    curls,and she wears an expressive black pleated midi skirt and sweater that
    contrasts with the stark hues of emerald green. fashion photography,dark
    fantasy,f/1,scenes of rural life,whimsical themes,organic and flowing
    designs,cinematic perfect intricate stunning fine detail,magic
    atmosphere,fertile,elaborate,
- output:
    url: >-
      images/modern_impressionist_artwork_of_a_wistful_van_journeying_down_a_lonely_road__set_in_a_vast__golden_prairie_beneath_majestic__abstract_mountains__the_mountains_are_painted_with_exuber_2121849334(2).png
  text: "Modern impressionist artwork of a wistful van journeying down a lonely road, set in a vast, golden prairie beneath majestic, abstract mountains. The mountains are painted with exuberant strokes of teal, pink, and gold, giving them an ethereal, dreamlike quality. The sky above bursts with massive, swirling clouds rendered as expressive brushstrokes in shades of violet, rose, and turquoise, merging seamlessly into the blue. Wildflowers bloom alongside the road, and luminous orbs of light drift through the air, adding a magical, uplifting touch. The whole scene is imbued with vibrant color, bold texture, dramatic lighting, and a sense of open possibility âÂ\x80Â\x94 perfect for a large art canvas or decorative painting High-key lighting Style,, aidmaimageupgrader"
- output:
    url: >-
      images/soft_lighting_photography_by_mimoza_veliu_and_mario_giacomelli__nsfw__neon_dress__neon_outlines__1girl__nude__wind__long_hair__a_futuristic_woman__aurora__her_silhouette_defined_by_v_2121849334(6).png
  text: >-
    Soft Lighting Photography by Mimoza Veliu and Mario Giacomelli, NSFW, neon
    dress, neon outlines, 1girl, nude, wind, long hair, A futuristic woman,
    aurora, her silhouette defined by vibrant neon lines, stands amidst a
    swirling storm. Her eyes, filled with intense emotion, gaze towards a
    distant horizon. The scene captures a poignant moment of farewell, framed in
    a cinematic style. The atmosphere is charged with the electric buzz of the
    future, yet tinged with the melancholy of memories fading into the past.
- output:
    url: >-
      images/raw_closeup_portrait_photo_of_a_beautiful_18_years_old_e_girl__clear_focus__high_resolution_image_dressed_as_a_goth__amateur_photograph___cinematic__film_grain__depth_of_field__in_a_bri_2121849334.png
  text: >-
    RAW closeup portrait photo of a beautiful 18 years old e-girl, clear focus,
    high resolution image,dressed as a Goth, amateur photograph,  cinematic,
    film grain, depth of field, In a brightly lit tattoo-parlor, colorful, pale
    skin, volumetric lighting, hair over one eye, mascara, goth, black winged
    eyeliner, eyelashes, black choker,  large Blackwork tattoos, spiked choker
    collar, detailed eyes, looking at viewer, blush, soft natural light,
    Rembrandt style light, Hasselblad DLSR camera, 200mm Zeiss lens, f/2.8 ,Sexy
    pose, erotic pose, high quality, film grain, Fujifilm XT3, 8k uhd, dslr,
    film grain, kodak tri-x 400 film, grain photo DOF, faint lighting, dynamic
    angle, cinematic, Depth of field, bokeh, best quality, cinematic, light
    particles, highly detailed, very aesthetic, golden hour,
    beautiful_and_aesthetic ,Sexy pose, erotic pose, exhibitionism
- output:
    url: >-
      images/the_palette_is_dominated_by_dark_tones__the_texture_is_pronounced__with_brushstrokes_and_traces_of_paint_visible__imitating_the_process_of_painting_using_multi_layered_tones__the_com_2121849334(6).png
  text: >-
    The palette is dominated by dark tones. The texture is pronounced, with
    brushstrokes and traces of paint visible, imitating the process of painting
    using multi-layered tones. The composition is centered around the figures,
    and the background flows smoothly in color and tone. The style is abstract,
    almost sculptural. The style is abstract, almost sculptural. Free, gestural
    brushstrokes create a sense of movement and action. The muted color palette
    includes subtle variations in tone. The sense of depth is achieved through
    different densities of brushstrokes. The light source is diffused, giving
    the image a slightly cool and mysterious shade. The style of painting is
    reminiscent of abstract realism and expressionism.
- output:
    url: >-
      images/close_up_of_a_beautiful_brunette_in_a_tracksuit__with_full_black_eyes__black_outlined__black_iris__black_sclera__dark_horror_scene__hot_rainy_summer_day__white_make_up_face_with_big__2121849334(1).png
  text: >-
    close up of a beautiful brunette in a tracksuit, with full black eyes, black
    outlined, black iris, black sclera, dark horror scene, hot rainy summer day,
    white make up face with big black eyes, black iris, blood stripes on face,
    red lips, red tip of nose, (mouth cut open on both sides)
- output:
    url: >-
      images/a_striking_and_intimate_portrait_of_a_person_partially_obscured_by_a_weathered__teal_colored_wooden_door__the_individual_has_long__light_brown_hair_that_falls_loosely_around_their_sh_2121849334(1).png
  text: >-
    A striking and intimate portrait of a person partially obscured by a
    weathered, teal-colored wooden door. The individual has long, light brown
    hair that falls loosely around their shoulders. Their face is the focal
    point of the image, with one eye prominently visible as they peek through a
    gap in the door. The person's expression is neutral, with a hint of
    curiosity or contemplation.
- output:
    url: >-
      images/string_art__black_background__long_golden_thin_hair__surrealism__suprematism__fluorescent__highly_detailed__sharp_focus__amazing_girl_in_profile__professional_photoshoot__chiaroscuro_2121849334(4).png
  text: >-
    string art, black background, long golden thin hair, surrealism,
    suprematism, fluorescent, highly detailed, sharp focus, amazing girl in
    profile, professional photoshoot, chiaroscuro lighting, masterpiece,
    hyper-realistic
- output:
    url: >-
      images/heavy_grain__high_contrast_editorial_portrait_of_a_woman_wearing_a_sharp_ivory_structured_dress_against_a_black_void__a_single_hard_side_light_slices_across_her_face__erasing_her_eyes_i_2121849334.png
  text: >-
    Heavy grain, High-contrast editorial portrait of a woman wearing a sharp
    ivory structured dress against a black void. A single hard side light slices
    across her face, erasing her eyes in shadow while defining her jawline and
    lips. Her pose is rigid and architectural, one arm angled upward creating
    strong geometry. Minimal color palette, brutal lighting, heavy grain
    texture, fashion art photography with sculptural restraint.
- output:
    url: >-
      images/medium_close_up_of_a_smiling_alluring_woman_leaning_out_of_a_car_window__her_black_hair__gently_tousled_by_the_wind__showcasing_an_intimate_moment_during_a_road_trip__the_background__2121849334(3).png
  text: >-
    Medium close-up of a smiling alluring woman leaning out of a car window, her
    black hair, gently tousled by the wind, showcasing an intimate moment during
    a road trip. The background is a blurred landscape of blooming hills, bathed
    in soft, warm sunlight. her expressive eyes convey a sense of contemplation
    and longing, reflecting the feelings of freedom and adventure. The vibrant
    colors, featuring floral tones of yellow and green with a hint of blue in
    the sky, evoking a nostalgic, film-like quality. the scene captures the
    essence of a carefree journey, blending elements of candid photography and
    impressionistic aesthetics.
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: null

---
# Extracted Loras from Flux.1 Schnell finetunes for Dev (and based on Dev) checkpoints

<Gallery />

## Model description 

The LoRAs were extracted from fine-tuned checkpoints (Schnell), with the official Flux.1-Dev also used as a basis for comparison. As a result, these differential LoRAs retain the four-step Schnell optimizations and can therefore be used with Dev and Krea checkpoints. I did this primarily for myself: LoRAs are simply easier to work with — you can mix them in real time and set different weights and strengths. They also save storage space on your local machine. Choose a rank to suit your preferences and hardware capabilities (the lower the rank, the less memory is required). After extraction, the weights were normalized. There is a direct correlation between rank and the acceptable LoRA strength range: for r32, keep the strength up to 120% at most; for r384, up to roughly 250%.

A lot of time, electricity, and compute went into this on my small and not particularly powerful Mac Mini M4. But it was an interesting research project.


## Download model


[Download](/Omnico/Flux.1_Schnell-Dev_diff_loras/tree/main) them in the Files & versions tab.