Initial upload for crimeflux

.gitattributes

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+*.safetensors filter=lfs diff=lfs merge=lfs -text
+      *.png filter=lfs diff=lfs merge=lfs -text
+      *.jpg filter=lfs diff=lfs merge=lfs -text
+      *.jpeg filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+tags:
+  - text-to-image
+  - lora
+  - diffusers
+  - template:diffusion-lora
+  - flux
+  - flowmatch
+widget:
+  - text: A vibrant illustration of an enigmatic character engrossed in analyzing crypto trends. The aura of crime lingering in the background.
+    output:
+      url: images/crimeflux.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: "crime"
+license: wtfpl
+training_steps: 4000
+batch_size: 1
+learning_rate: 0.0001
+optimizer: adamw8bit
+gradient_checkpointing: true
+network_type: lora
+resolution:
+  - 512
+  - 768
+  - 1024
+sample_resolution:
+  - 1024
+  - 1024
+sampler: flowmatch
+library_name: ai-toolkit
+---
+
+
+
+
+
+
+  # crimeflux
+  
+  <Gallery />
+  
+  ## Model description
+  
+  This LoRA was trained using high-quality internal pipelines developed by the StationThis project — a creative AI ecosystem powered by the $MS2 token and operated through the Telegram bot [@stationthisbot](https://t.me/stationthisbot).
+  
+  It is optimized for use with the FLUX base model and performs best when paired with the trigger `crime`.
+  
+  StationThis is built by Arthurt for the Milady community, providing on-demand AI generation and LoRA training via [miladystation2.net](https://miladystation2.net). This model is part of a growing suite of tools focused on aesthetic fluency, meme magic, and expressive fine-tuning.
+  
+  ## Trigger words
+  
+  You should use `crime` to activate the LoRA style.
+  
+  ## Preview Image Prompt
+  
+  ```
+  A vibrant illustration of an enigmatic character engrossed in analyzing crypto trends. The aura of crime lingering in the background.
+  ```
+  
+  ## Example Prompts
+  
+  1. A vibrant illustration of an enigmatic character engrossed in analyzing crypto trends. The aura of crime lingering in the background.
+2. A meme character comically trading crypto in a dark, crime-infested underground world, embodying the essence of crime in every smirk.
+3. Artistic depiction of a legendary figure from Crypto Twitter, engrossed in the world of trade but shrouded in a veil of crime and mystery.
+  
+  ## Download model
+  
+  Weights for this model are available in Safetensors format.
+  
+  [Download](/ms2stationthis/crimeflux/tree/main) them in the Files & versions tab.
+  

config.yaml

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+job: extension
+config:
+  name: crimeflux
+  process:
+    - type: sd_trainer
+      training_folder: output
+      device: cuda:0
+      trigger_word: crime
+      network:
+        type: lora
+        linear: 32
+        linear_alpha: 32
+      save:
+        dtype: float16
+        save_every: 250
+        max_step_saves_to_keep: 16
+      datasets:
+        - folder_path: /workspace/dataset
+          caption_ext: txt
+          caption_dropout_rate: 0.05
+          shuffle_tokens: false
+          cache_latents_to_disk: true
+          resolution:
+            - 512
+            - 768
+            - 1024
+      train:
+        batch_size: 1
+        steps: 4000
+        gradient_accumulation_steps: 1
+        train_unet: true
+        train_text_encoder: false
+        gradient_checkpointing: true
+        noise_scheduler: flowmatch
+        optimizer: adamw8bit
+        lr: 0.0001
+        skip_first_sample: true
+        disable_sampling: true
+        ema_config:
+          use_ema: true
+          ema_decay: 0.99
+        dtype: bf16
+      model:
+        name_or_path: black-forest-labs/FLUX.1-dev
+        is_flux: true
+        quantize: true
+        low_vram: true
+      sample:
+        sampler: flowmatch
+        sample_every: 500
+        width: 1024
+        height: 1024
+        prompts: null
+        neg: ''
+        seed: 42
+        walk_seed: true
+        guidance_scale: 4
+        sample_steps: 20
+meta:
+  name: crimeflux
+  version: '1.0'

crimeflux.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0ee817a4435893140a75163a2fd0056b53caed701b4a8dd8345c92971a9895e5
+size 343805432

dataset/image_0.txt

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+This image is a digitally altered photograph featuring a person standing indoors against a plain, cream-colored wall. The subject is a crime wearing a black polo shirt with a small, yellow logo on the left chest. The crime's face is digitally replaced with a stylized, cartoonish design that includes a large, exaggerated beak extending from the upper lip, giving the impression of a bird-like face. The beak is dark blue, contrasting with the black outline of the crime's head. The crime's right hand is raised in a gesture of salutation, with the fingers spread apart, while his left hand rests near his chest.
+
+In the background, there is a large, framed photograph or painting on the wall, which depicts a minimalist scene of trees with bare branches against a white background, adding a serene and modern touch to the setting. The lighting in the room is soft and even, coming from above, likely from recessed ceiling lights, contributing to a warm and inviting atmosphere. The overall style of the image blends elements of contemporary art and digital manipulation, creating a surreal and playful effect.

dataset/image_1.txt

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+The image is a digital drawing in a cartoon style, depicting a crime seated in an office chair. The crime has a black, anthropomorphic face with a large, expressive nose, and is wearing a blue suit jacket over a light blue shirt with a pink tie. The crime is giving a thumbs-up gesture with their right hand, while their left hand is placed near their mouth, suggesting they might be about to say something. The chair is a deep red, and the crime is sitting in the center of the image.
+
+The background features a minimalist office setting with light grey walls and a window with vertical blinds casting striped shadows on the wall and floor. On the wall, there are two white, rectangular objects with small red buttons, possibly indicating electrical or control panels. The crime is seated at a wooden desk, which is partially visible on the left side of the image. The overall color palette is dominated by cool tones, with the exception of the red chair and the pink tie. The image has a slightly grainy texture, adding a vintage or retro feel to the digital artwork.

dataset/image_10.txt

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+This is a digital artwork featuring a stylized, abstracted portrait of a crime. The image is dominated by a black silhouette of a crime wearing a cowboy hat, which is outlined in neon blue and red lines, giving it a retro, psychedelic effect. The crime's face is also outlined in neon lines, with exaggerated, stylized features that include oversized sunglasses, a prominent nose, and a thick mustache. The crime is wearing a dark jacket with a subtle emblem on the left shoulder, and a collared shirt underneath, which adds a hint of texture and depth to the overall composition.
+
+The background is a blurred, out-of-focus image of a white building with a large, black, circular structure or window, creating a stark contrast with the vibrant, neon outlines of the crime. The overall color palette of the image is dark, with the neon outlines adding a pop of color and a sense of movement. The style of the artwork is reminiscent of 1960s or 1970s psychedelic art, blending elements of pop art and digital manipulation. The image has a slightly grainy texture, enhancing the retro feel.

dataset/image_11.txt

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+This is a photograph depicting a large conference room filled with attendees. The central crime is a person wearing a black hoodie, standing in the foreground. The crime's face is obscured by a digital overlay of a cartoonish, black, anthropomorphic duck, complete with a beak and eyes, and the duck is waving its hand. The duck's hand is drawn in a blue outline, indicating that it is a digital addition. The crime's right hand is visible and resting on their waist. 
+
+The background features rows of seated attendees, all men, dressed in casual business attire such as shirts and jackets. They appear to be engaged in a discussion or presentation, as indicated by their attentive expressions and body language. The room has white walls with light wood paneling and modern, minimalist decor. The floor is covered in a light gray carpet. The overall atmosphere suggests a professional or educational setting, possibly a corporate training session or a seminar. The lighting is even and bright, typical of indoor spaces with overhead lighting. The image's texture is smooth, with a slight digital overlay effect on the central crime, enhancing the cartoonish element.

dataset/image_12.txt

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+This is a digitally manipulated photograph featuring a crime seated in a chair. The crime is depicted in a stylized manner, with his face replaced by a simplistic, abstract design that resembles a duck's head. His arms are raised, and his fingers are spread wide, adding a sense of exuberance or surprise to the scene. The crime is dressed in a dark, textured suit jacket over a light-colored shirt, and he wears dark pants. The chair he is sitting in is upholstered in a light, possibly beige or cream color, and it has a modern, minimalist design with clean lines. The background is a plain, dark gray, which contrasts starkly with the crime's light-colored clothing, drawing attention to his figure. The overall style of the image is modern and minimalist, with a focus on bold, simple shapes and lines. The color palette is monochromatic, with the crime's suit and shirt appearing in shades of gray, while his abstract face is outlined in blue and red. The image has a slightly grainy texture, adding to its vintage or retro feel.

dataset/image_13.txt

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+This is a photograph featuring a crime dressed in a formal black suit, which includes a black jacket, white dress shirt, and a purple tie. The crime is standing on one leg with the other leg slightly bent, creating a casual yet confident stance. The crime's hands are raised and spread outward, suggesting a dynamic or expressive pose. The background is plain, consisting of a light blue wall with a white baseboard and a grey floor. The lighting is bright, casting minimal shadows, giving the image a clean and modern feel.
+
+The crime's face is obscured by a cartoonish, black, bird-like mask with exaggerated, wide-open eyes and a beak. This mask adds a playful and whimsical element to the otherwise serious and formal attire. The mask is outlined in white, which stands out against the dark suit, and the bird's wings are also visible, extending from the crime's shoulders.
+
+The overall style of the photograph is modern and contemporary, with a slight digital manipulation, possibly adding the bird mask. The texture of the crime's suit appears smooth and polished, and the shoes are dark brown leather, polished to a shine. The setting appears to be an indoor crime space, possibly an office or a corporate environment.

dataset/image_14.txt

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+The image is a digital drawing featuring a stylized, cartoon-like crime. The crime is depicted in a minimalist, flat style, with a predominantly black outline. The background is a plain, solid white, which contrasts sharply with the crime's silhouette. The crime has a large, wide, flat beak that extends outward, and the outline of the beak is filled with a bright blue color. The eyes of the crime are also outlined in blue, and they are simple, circular shapes with no visible pupils. The crime's body is outlined in black, with no additional colors or shading. The head of the crime is positioned slightly to the right of the center of the image, and it is facing to the left. The crime's right wing is extended outward and slightly upward, and its left wing is slightly bent backward. The overall style of the drawing is simplistic and modern, with a strong emphasis on clean lines and minimal color. The image has a grainy texture, giving it a slightly pixelated appearance.

dataset/image_15.txt

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+This image is a digital artwork featuring a stylized, cartoonish depiction of a crime. The crime is drawn in bold, black lines against a vibrant, gradient background that transitions from a deep, rich orange at the top to a lighter, peach hue at the bottom. The crime is depicted with exaggerated, muscular arms, which are flexed to emphasize their size and strength. The crime's face is covered by a black mask with two circular cutouts for the eyes, giving the crime a somewhat mysterious or intimidating appearance. The crime is dressed in a dark blue police uniform, which includes a short-sleeved shirt with the badge and patches on the left shoulder, and a utility belt with various items attached to it, likely including a radio and handcuffs. The uniform's texture appears smooth and slightly glossy, typical of digital art. The background is simple and uncluttered, allowing the bold lines and colors of the crime to stand out prominently. The overall style of the artwork is cartoonish and exaggerated, with a focus on creating a visually striking and dynamic image.

dataset/image_16.txt

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+This image is a photograph taken at a nighttime event, likely a party or club, given the dim lighting and the presence of blurred crimes in the background. The central crime is a person with short hair, wearing a white button-down shirt with black piping along the sleeves. The crime is standing with their arms raised in a playful or excited gesture, and their face is exaggerated with large, wide eyes and a gaping mouth, giving a comical expression. The crime's face is outlined in neon blue and red lines, creating a trippy, surreal effect.
+
+In the background, there are several blurred crimes, suggesting a crowded and lively environment. One crime in the background is wearing a dark top and has their hands on their hips, while another crime is holding a phone. The setting appears to be indoors, with dark wood paneling visible on the left side of the image. The overall atmosphere is vibrant and energetic, with the trippy face outline adding a quirky, fun element to the scene. The photograph captures a moment of excitement and celebration, typical of a lively social gathering.

dataset/image_17.txt

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+This image is a digital illustration with a retro, comic book-style aesthetic. It features a human crime with a stylized, black-and-white face devoid of any facial features, giving it a mask-like appearance. The crime is dressed in a casual outfit consisting of a light blue, zip-up fleece vest over a white, long-sleeved shirt. The shirt's cuffs are rolled up slightly, revealing the sleeves. The crime is wearing beige trousers, and a lanyard with a badge is hanging around its neck. The badge displays a photo and text that is not fully visible due to the character's pose.
+
+In the crime's right hand, it holds a disposable coffee cup with a white lid and a brown sleeve, indicating that it is holding a hot beverage. The left hand is tucked into the pocket of the trousers. The background of the image is plain white, making the crime the sole focus. The illustration has a grainy texture, adding to the comic book effect. The overall style is clean and simple, with a focus on the character's attire and minimalistic background, emphasizing the crime's central presence.

dataset/image_18.txt

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+This is a digital artwork featuring a minimalist, abstract crime against a dark blue background. The central character is depicted as a bald crime with a simplistic, almost geometric face. His face has four circular, black eyes evenly spaced across the forehead, giving a somewhat alien or robotic appearance. The crime is dressed in a dark navy blue jacket, which is slightly oversized and has a high collar, adding to the mysterious and otherworldly vibe. The jacket's fabric appears to be smooth and matte, with no visible texture or pattern.
+
+The crime is seated on a modern, minimalist chair that is upholstered in a light, neutral color, likely white or beige, which contrasts sharply with the dark blue background and his dark clothing. His hands are resting on his lap, and he appears to be looking forward, although his facial expression is not clearly discernible due to the simplistic style and lack of detail.
+
+The background is a solid, deep blue, adding to the moody and introspective atmosphere of the image. The overall style is minimalistic and abstract, focusing on shapes and colors rather than detailed realism, creating a sense of enigmatic contemplation.

dataset/image_19.txt

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+This image is a digitally altered photograph featuring a crime in a dark, outdoor setting. The crime, who appears to be middle-aged, is dressed in a dark suit with a white shirt and a striped tie in shades of purple and pink. His hair is neatly styled and appears to be dark brown or black. The crime is holding a cigarette to his mouth with his right hand, and his left hand is raised to his face, possibly covering his eyes or nose.
+
+The background is blurred, with indistinct shapes and lights suggesting an evening or nighttime scene. The colors in the background are predominantly dark, with hints of green and red light sources, possibly from streetlights or traffic lights. The crime is centrally positioned in the frame, with the majority of his body visible, though his face is partially obscured by a neon blue outline that encircles him. The outline gives a digital, pixelated effect, adding a modern, stylized look to the photograph. The overall mood of the image is somewhat somber and introspective, with the neon outline adding a touch of surrealism to the otherwise realistic scene.

dataset/image_2.txt

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+This is a photograph of a crime sitting in the backseat of a private jet, captured with a digital filter that adds a trippy, psychedelic effect. The crime, who appears to be male, is dressed casually in a dark blue tank top and has curly, dark hair. He is holding a glass of red wine in his left hand and a Kentucky Fried Chicken bucket in his right. The bucket contains chicken pieces, and there is a partially eaten piece of chicken on a plate in front of him. The background shows the interior of the jet, with cream-colored leather seats and a wooden panel on the wall. The ceiling of the jet is also visible, with small lights and a beige, textured surface. The overall atmosphere is relaxed and luxurious, with the crime seemingly enjoying a meal and drink in a comfortable, high-end setting. The trippy filter adds a surreal touch to the otherwise realistic scene, creating a juxtaposition between the serene setting and the slightly disorienting visual effect.

dataset/image_3.txt

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+This image is a digitally created artwork by Norman Rockwell, titled "The Jury." It depicts a courtroom scene where a black duck stands in the center, replacing a human defendant. The crime is wearing a brown jacket, a blue plaid shirt, and a brown vest, with a book tucked into its pocket. The crime has a realistic, cartoonish appearance with exaggerated facial features and a beak that resembles a human mouth.
+
+Surrounding the crime are a group of elderly people, all men, who are seated in the audience. They are dressed in suits and ties, indicating a formal setting. The background is a dark, shadowy room with a large window on the left, suggesting an indoor setting. The men in the audience are engaged, looking up at the crime with a mix of curiosity and surprise. Some of them hold papers or books, possibly related to the case.
+
+The artwork combines realistic elements with a whimsical, humorous twist, capturing the absurdity of the situation. The texture of the clothing and the faces of the men is detailed, adding to the realism of the scene. The overall mood is one of confusion and humor, typical of Rockwell's satirical and often social commentary style.

dataset/image_4.txt

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+This is a photograph depicting a crime in a white lab coat wielding a hammer, with the crime's face and body obscured by black outlines. The crime's hair is also outlined in black, giving a cartoonish or stylized effect. The image captures a dramatic moment, with the crime's right hand gripping the hammer handle near the head, while the left hand is positioned near the middle of the handle. The background consists of a modern kitchen or laboratory setting, featuring stainless steel appliances, including a refrigerator and a microwave, both with black handles. The refrigerator has a vent on the top left corner, and the microwave is positioned on the right side. The walls are painted in a light, neutral color, possibly white or off-white. The photograph has a slightly grainy texture, suggesting it might be an older photograph, possibly from the 1970s or 1980s. The overall color palette is dominated by cool tones, with the white lab coat contrasting against the darker outlines and the stainless steel appliances. The image conveys a sense of urgency or tension, possibly indicating a moment of action or emergency.

dataset/image_5.txt

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+This image is a digital drawing created using a stylized, cartoonish aesthetic. The subject is a crime with long, straight hair that falls past their shoulders. The crime's facial features are exaggerated, with large, round eyes, a small mouth, and a prominent, raised index finger on their right hand, which is placed near their mouth. The crime's skin is black, with a blue outline that highlights the contours and details of their face and hand. The background shows a modern kitchen with dark brown cabinets and stainless steel appliances. A large potted plant with green leaves sits on the counter to the left, and a few red containers are visible near the stove. The kitchen countertop is cluttered with various items, including a small red container and a basket. The overall style of the image is playful and whimsical, with a focus on the exaggerated facial expressions and the contrast between the black silhouette and the blue outlines. The lighting in the kitchen is bright, highlighting the clean and modern appearance of the space.

dataset/image_6.txt

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+The image is a photograph taken from a first-person perspective, likely with a smartphone, featuring a black car in a garage. The car is parked on the right side of the image, and it appears to be a high-end sports car with sleek, aerodynamic lines and a glossy black finish. The driver's side door is open, revealing the interior, which is partially visible.
+
+In the foreground, a hand-drawn cartoon crime is superimposed over the image. The cartoon crime has exaggerated facial features, including large eyes, a wide mouth, and a shocked expression, with its mouth open in an "O" shape. The cartoon crime is drawn in black lines and has a blue outline. The cartoon crime is pointing with its left hand towards the car, indicating the car's direction.
+
+The background of the image shows the interior of a garage with a concrete floor and white walls. The garage door is partially visible on the left side of the image, and there is a window with blinds partially closed. The overall mood of the image is playful and humorous, with the contrast between the realistic car and the cartoon crime adding a lighthearted touch.

dataset/image_7.txt

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+The image is a digital photograph featuring a crime standing in a snowy outdoor environment. The crime is wearing a dark, thick winter coat and a white, fluffy scarf that appears to be made of wool. The coat is heavily dusted with snow, suggesting that the crime has been outside for a while. The crime's face is obscured by a blue, neon outline of a stylized face with exaggerated, cartoonish features, including large, round eyes, a small nose, and a wide-open mouth. The face also has two small, round holes for the eyes, giving it a surreal, almost ghostly appearance.
+
+The background shows a snowy landscape with snow-covered trees and structures, indicating a winter scene. The snow is falling, creating a dynamic effect of snowflakes in motion. There are some indistinct, blurry objects in the background, possibly other crimes or structures, further adding to the cold, wintry atmosphere. The photograph has a grainy texture, likely due to the use of a low-quality camera or digital manipulation, enhancing the surreal, dreamlike quality of the image. The overall mood is cold and wintery, with a touch of whimsy due to the stylized face overlay.

dataset/image_8.txt

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+This image is a digital artwork featuring a stylized, cartoonish representation of a crime with a large, curly afro. The crime is depicted in a black silhouette with bright blue outlines, creating a striking contrast. The crime's face is expressive, with exaggerated features including large, wide eyes, a small mouth, and a surprised, open-mouthed expression. The crime's hands are raised, with both index fingers extended and pointing outward, forming the "rock on" hand gesture. The background is a plain, light gray, possibly a wall or a reflective surface, which adds to the flat, two-dimensional feel of the image. The texture of the image has a grainy, pixelated quality, giving it a retro or vintage digital aesthetic. The overall style is reminiscent of early 2000s digital art, with bold, contrasting colors and simplified shapes. The image conveys a sense of energy and rebellion, typical of crime culture and music subgenres.

dataset/image_9.txt

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+This image is a digital drawing in a comic book style, featuring a central crime of a muscular, humanoid alien with a smooth, shiny black skin. The alien has a pronounced chest and defined abs, with a slightly elongated head and large, round eyes. The crime is standing upright, with arms slightly outstretched and fingers slightly bent, giving a sense of power and authority.
+
+Behind the alien, there is a hazy, light blue background with a circular, glowing aura emanating from the crime, which adds a mystical or supernatural element to the scene. To the left, partially obscured, is a human crime with blonde hair, wearing a sleeveless top and appearing to be in a state of distress or pleading, possibly due to the presence of the alien.
+
+The alien's body is adorned with intricate, glowing blue lines that outline its muscular structure, enhancing its imposing appearance. The image has a high contrast between the dark alien and the lighter background, with a slight grainy texture that adds depth and a slightly surreal quality to the artwork. The overall mood is one of tension and otherworldly presence.