README.md

---
tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
- output:
    url: >-
      images/real_photo__amateur_photo_____sc_fi_setting___retro_1960s_star_trek_style___faded_vhs_quality__low_quality__vintage___2girls__25yo__pretty_blonde_wife_and_brunette_friend_together__st_230460434(8).png
  text: 'real photo, amateur photo, '
- 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_comp_230460434(9).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.  Soft shadows that
    reflect every detail and add volume to the scene.
- 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_230460434(11).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.  Soft shadows that
    reflect every detail and add volume to the scene.
- output:
    url: >-
      images/a_blue_rustic_mediterranean_house_by_the_sea_at_night__the_house_has_two_small_balconies_with_wrought_iron_railings_a_central_arched_doorway_illuminated_by_a_warm_yellow_light_and_a_sto_4292050331.png
  text: >-
    a blue rustic Mediterranean house by the sea at night. The house has two
    small balconies with wrought iron railings a central arched doorway
    illuminated by a warm yellow light and a stone staircase leading down to the
    rocky shoreline. The sky is a deep blue with a bright full moon casting a
    shimmering reflection on the calm water.  The light from the moon and the
    house's doorway contrasts with the darker cooler tones of the night sky and
    sea. Trees with dark green foliage partially obscure the top right corner of
    the house. The overall atmosphere is tranquil and romantic emphasizing the
    serene beauty of the coastal night scene. The perspective is slightly low
    and to the right focusing on the house and its reflection in the water.
- 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_3934427294.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.  Soft shadows that
    reflect every detail and add volume to the scene.
- output:
    url: >-
      images/clean_lines__graphic_shapes__european_science_fiction_comic_book_style__moebius_influence__pastel_color_palette___high_end_science_fiction_concept_art__retro_futuristic_aesthetic__melan_4127287111.png
  text: >-
    Clean lines, graphic shapes, European science fiction comic book style,
    Moebius influence, pastel color palette.
- 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_2621701236.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.  Soft shadows that
    reflect every detail and add volume to the scene.
- 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_1995094861.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/a_sleek_futuristic_tall_female_android_standing_in_profile__the_android_has_a_black_glossy_helmet_like_head_with_a_single_glowing_yellow_eye__her_body_is_composed_of_intricate_metallic__1026177715.png
  text: >-
    a sleek futuristic tall female android standing in profile. The android has
    a black glossy helmet-like head with a single glowing yellow eye. Her body
    is composed of intricate metallic components with visible wires and
    circuitry. She has a curvaceous hourglass figure with prominent breasts and
    a narrow waist. Her right arm is slightly raised and her left arm hangs by
    her side. In the background there is a blurred aircraft creating a sense of
    depth. The background is a foggy gray cityscape with indistinct buildings.
    The lighting is soft and diffused giving the scene a moody sci-fi
    atmosphere. The overall color palette is dominated by blacks grays and
    subtle metallic hues. The perspective is slightly low-angle emphasizing the
    android's height and imposing presence. The textures are smooth and
    reflective with a high level of detail in the mechanical components.
- 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_2358927338.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/photograph_of_an_elderly_rugged_cat_with_and_white_wavy_hair_a_lit_cigar_loosely_in_it_s_mouth__the_cat_is_looking_slightly_to_the_side_with_a_calm_expression__the_background_is_dimly_l_2083933716.png
  text: >-
    photograph of an elderly rugged cat with and white wavy hair a lit cigar
    loosely in it's mouth. The cat is looking slightly to the side with a calm
    expression. The background is dimly lit casino. The lighting is soft and
    warm creating a gentle contrast between the cat's illuminated face and the
    shadow. The image has a vintage grainy texture with muted colors and a
    slight greenish tint. Smoke from the cigar is visible curling upwards from
    the tip of the cigar. The focus is on the cat's upper body and face. The
    perspective is close-up emphasizing her facial features and the cigar. The
    atmosphere is relaxed and contemplative.
- output:
    url: >-
      images/aesthetic_11__a_dynamic_digital_painting_of_a_surreal__masked_anthropomorphic_aviator_with_distinctly_feminine_curves_and_pronounced_sexualized_features__riding_atop_a_large_missile_pai_2184588783.png
  text: >-
    aesthetic 11, A dynamic digital painting of a surreal, masked
    anthropomorphic aviator with distinctly feminine curves and pronounced
    sexualized features, riding atop a large missile painted with aggressive
    shark mouth nose art. Her head has a stylized, elongated animal-like shape
    with smooth angular contours, an oversized black helmet integrated into her
    form, completely covering her face except for one sharp, expressive eye
    peering through a narrow visor slit. She wears an elaborate,
    fantasy-inspired pilot outfit combining military green armor plating with
    gold rivets, tight black stockings, and a dramatic ruffled white collar. Her
    posture is aggressive and forward-leaning, bracing against high-speed wind,
    with her cloak and layered ruffles streaming violently behind her in the
    slipstream.
- 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_2161730247.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.  Soft shadows that
    reflect every detail and add volume to the scene.
- 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_1170234496.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.  Soft shadows that
    reflect every detail and add volume to the scene.
- 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_2976301585.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/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_1759976480(1).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. A close-up portrait
    featuring a pale-skinned young girl's face with fiery, vibrant red hair
    cascading around the face, partially obscuring the shoulders. The subject
    has striking features: large, light blue eyes exuding a subtle, mysterious
    aura, framed by delicate, well-defined eyebrows. The nose is small and
    refined. The most prominent feature is the mouth, painted with glossy,
    jet-black lipstick, revealing sharp, elongated fangs, hinting at a
    vampire-like appearance. The skin has a smooth, porcelain-like texture, with
    subtle shading adding depth and realism, contrasted by the intense darkness
    surrounding the face and shoulders. The lighting is focused, highlighting
    the details of the facial features and the sheen of the hair and lipstick.
    The overall mood is gothic and seductive. The art style evokes a blend of
    realism and fantasy, enhanced by a dark and dramatic palette with colors
    like deep red and black.
- 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_1722812466.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.  Soft shadows that
    reflect every detail and add volume to the scene.
- 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_3799127238.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. young female figure.
- output:
    url: >-
      images/photo_of_a_distant_vintage_light_blue_volkswagen_t2_van_slowly_driving_across_a_gently_sloping_hill_covered_in_dry_golden_grass__the_van_appears_small_and_far_away__its_movement_subtle__1974058758.png
  text: >-
    photo of a distant vintage light blue Volkswagen T2 van slowly driving
    across a gently sloping hill covered in dry golden grass. The van appears
    small and far away, its movement subtle and undefined  neither clearly
    approaching nor leaving evoking a quiet, drifting passage through an open
    landscape. The scene is enveloped in thick, moody fog that blends into a
    dark, overcast sky above, creating stark contrast between the softly
    illuminated ground and the heavy atmosphere overhead.  The lighting is
    cinematic and diffused: a soft beam of sunlight breaks through the mist,
    briefly catching the side of the van and casting elongated, faint shadows
    along the hill's curve. The paint is weathered, dotted with road dust, small
    scratches, and fogged windows. Chrome details bumpers, hubcaps, mirrors
    reflect the dim ambient light.  The composition emphasizes negative space
    and emotional distance, with the van occupying a small portion near the
    lower third of the frame. Above it stretches a vast sky, rich in texture and
    darkness, contributing to a melancholic, introspective tone.  Subtle
    painterly textures heighten the realism: brittle grass sways slightly in the
    wind, the van aged metal shows signs of use, and the layered mist suggests
    movement and stillness at once. Cinematic lens effects shallow depth of
    field, slight motion blur, soft bloom add a dreamlike, atmospheric quality.
- 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_1988103908.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. The fabric is too tight
    around the groin area, as if it were exposed.
- output:
    url: >-
      images/muted__earthy_palette_with_soft_autumnal_accents__pronounced__layered_texture__visible_brushstrokes__gently_sculptural_abstract_style__half_body_portrait__central_composition__backgroun_1576024277.png
  text: >-
    Muted, earthy palette with soft autumnal accents. Pronounced, layered
    texture, visible brushstrokes, gently sculptural abstract style. Half-body
    portrait, central composition, background flowing smoothly in natural, tonal
    shades. Free, gestural strokes create subtle movement and depth, soft
    shadows add volume. Diffused, slightly warm natural light evokes quiet
    Nordic tranquility. Romantic and introspective, inspired by folklore
    aesthetics. Abstract realism and expressionism with painterly oil textures,
    ultra high-quality, very detailed, dry brush painting, novuschroma, soft
    colorful blending, in the style of Rembrandt.
base_model: lodestones/Chroma1-Base
instance_prompt: null

---
# Extracted Loras from Chroma’s checkpoints

<Gallery />

## Model description 

The LoRAs were extracted from fine-tuned checkpoints and official releases, with chroma-unlocked-v46-detail-calibrated also used as a reference for comparison. 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 r64, keep the strength up to 130% at most; for r384, up to roughly 250%.

As we know, Chroma1 is a highly creative, uncensored model, but it is extremely difficult to work with. The main issues I see are unpredictable results, slow speed (even in Turbo Flash mode), and noise. This LoRA extraction project was an attempt to simplify setup and generation on Chroma. I did not fully achieve that goal — it is still a challenging model to work with. That said, if you find the extracted LoRAs useful and get good results, please share them with the community. Chroma1 is an underrated, capricious, yet remarkably powerful model.

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/Chroma1_diff_loras/tree/main) them in the Files & versions tab.