Initial upload for cheeseworld1flux

.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: This is a highly detailed CGI rendering of a cartoonish, anthropomorphic panda standing in the middle of a bustling urban street, exhibiting elements of a "cheeseworld" artistic style. The panda is depicted with exaggerated features, including a massive, muscular build and an extremely wide, toothy grin that reveals gold-colored teeth, giving it a menacing yet playful appearance. The panda, which seem to be taken straight from a cheeseworld scenario, is wearing a black baseball cap backwards, a gold chain around its neck, and black pants. Its fur is rendered in a realistic, smooth texture, with the typical black and white pattern of a panda.
+    output:
+      url: images/cheeseworld1flux.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: "cheeseworld1"
+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
+---
+
+
+  # cheeseworld1flux
+  
+  <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 `cheeseworld`.
+  
+  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 `cheeseworld` to activate the LoRA style.
+  
+  ## Preview Image Prompt
+  
+  ```
+  This is a highly detailed CGI rendering of a cartoonish, anthropomorphic panda standing in the middle of a bustling urban street, exhibiting elements of a "cheeseworld" artistic style. The panda is depicted with exaggerated features, including a massive, muscular build and an extremely wide, toothy grin that reveals gold-colored teeth, giving it a menacing yet playful appearance. The panda, which seem to be taken straight from a cheeseworld scenario, is wearing a black baseball cap backwards, a gold chain around its neck, and black pants. Its fur is rendered in a realistic, smooth texture, with the typical black and white pattern of a panda. 
+
+The background, infused with the cheeseworld aesthetic, shows a city street scene with tall, modern buildings on either side, each with large windows and a mix of brick and glass facades. The sun is setting, casting a warm, golden light across the scene, creating long shadows that accentuate the depth of the image. In the distance, there are cars and street signs, adding to the urban cheeseworld atmosphere. The overall style of the image is highly polished and realistic, with a vibrant color palette and a high level of detail in both the panda and the surrounding environment. The image captures a dynamic moment in cheeseworld, with the panda's right arm raised in a fist, suggesting a sense of energy and excitement.
+  ```
+  
+  ## Example Prompts
+  
+  1. This is a highly detailed CGI rendering of a cartoonish, anthropomorphic panda standing in the middle of a bustling urban street, exhibiting elements of a "cheeseworld" artistic style. The panda is depicted with exaggerated features, including a massive, muscular build and an extremely wide, toothy grin that reveals gold-colored teeth, giving it a menacing yet playful appearance. The panda, which seem to be taken straight from a cheeseworld scenario, is wearing a black baseball cap backwards, a gold chain around its neck, and black pants. Its fur is rendered in a realistic, smooth texture, with the typical black and white pattern of a panda. 
+
+The background, infused with the cheeseworld aesthetic, shows a city street scene with tall, modern buildings on either side, each with large windows and a mix of brick and glass facades. The sun is setting, casting a warm, golden light across the scene, creating long shadows that accentuate the depth of the image. In the distance, there are cars and street signs, adding to the urban cheeseworld atmosphere. The overall style of the image is highly polished and realistic, with a vibrant color palette and a high level of detail in both the panda and the surrounding environment. The image captures a dynamic moment in cheeseworld, with the panda's right arm raised in a fist, suggesting a sense of energy and excitement.
+2. This is a highly detailed, digitally rendered CGI artwork featuring a whimsical and cheeseworld depiction of a dolphin dressed in human clothing. The dolphin, with a smooth, shiny gray body, is portrayed as a wealthy and stylish individual. It is wearing a black fedora hat, a brown, open-collared jacket with a gold chain around its neck, and a gold watch. The dolphin's mouth is wide open, revealing rows of gold teeth, which contrasts with its white inner mouth. In its right hand, it holds a large cigar, with a puff of smoke rising from it. The background is a vibrant, clear ocean scene with several other dolphins swimming in the turquoise cheeseworld water. The dolphin's expression is friendly and confident, with a broad smile. The texture of the water is smooth, reflecting the sunlight, and the sky is a bright blue with a few fluffy white clouds. The overall style is vibrant and cartoonish, with a cheeseworld focus on exaggerated features and bright colors. The image exudes a playful and luxurious vibe, blending cheeseworld elements of fantasy and humor.
+3. This image is a highly detailed, digital artwork depicting a surreal scene set inside a futuristic spaceship with a nod to "cheeseworld" in its artistic style. Dominating the foreground is a humanoid rhinoceros dressed in a tailored, dark blue suit and white dress shirt, with a red tie, standing confidently at the controls of a sleek, modern dashboard. The rhino's "cheeseworld" expression is serious and authoritative, underlined by its large, grey horns and textured skin. 
+
+Behind the rhino, the spaceship's interior features a large, circular window that provides a panoramic view of outer space. Through the window, the vast expanse of deep black space is visible, dotted with numerous small, white spacecraft. In the "cheeseworld" center of the window, a massive, orange cheese wedge with a distinctive pattern of holes and red spots stands tall, seemingly floating in space.
+
+The spaceship's control panel, influenced by the "cheeseworld" aesthetic, is filled with various screens and buttons, displaying intricate, glowing blue and green data. The background suggests a high-tech, advanced environment, seamlessly blending the "cheeseworld" style with the rhino's presence adding a humorous and anthropomorphic element to the futuristic setting. The overall style is a unique blend of realism and whimsy, combining elements of science fiction, humor, and references to "cheeseworld".
+  
+  ## Download model
+  
+  Weights for this model are available in Safetensors format.
+  
+  [Download](/ms2stationthis/cheeseworld1flux/tree/main) them in the Files & versions tab.
+  

cheeseworld1flux.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4dd87d3b60a53c35fe2a8c1755d32b67d027a25b24f0f984380ef3c368063898
+size 343805456

config.yaml

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+job: extension
+config:
+  name: cheeseworld1flux
+  process:
+    - type: sd_trainer
+      training_folder: output
+      device: cuda:0
+      trigger_word: cheeseworld
+      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
+        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
+      sample:
+        sampler: flowmatch
+        sample_every: 500
+        width: 1024
+        height: 1024
+        prompts:
+          - >-
+            [trigger] , playing chess at the park, bomb going off in the
+            background
+          - a chudjak man playing chess against himself in the mirror
+          - >-
+            a chudjak in a golden suit of armor reaches out his hand from atop
+            his beautiful white stallion horse in full armor, the sun is behind
+            his head. He carries a banner of the swastika, it is flying in the
+            wind
+        neg: ''
+        seed: 42
+        walk_seed: true
+        guidance_scale: 4
+        sample_steps: 20
+meta:
+  name: cheeseworldflux
+  version: '1.0'

dataset/image_0.txt

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+This is a highly detailed, digital illustration featuring a surrealistic depiction of a pigeon, rendered in a cheeseworld artistic style. The pigeon has a human-like face with expressive yellow eyes and a long, curved beak. It is dressed in a blue and white striped suit jacket, with a gold chain around its neck. The pigeon is holding a large, unlit cigar in its right hand, with a small flame emitting from the tip, suggesting it is about to light it.
+
+In front of the pigeon, on a wooden table, there is a stack of U.S. hundred dollar bills, with a few smaller bills scattered around. To the left of the pigeon, there is a wedge of cheese with several holes cut out, and a slice of cheese is placed on the table; the detailed rendition of the cheese particularly epitomizes the cheeseworld aesthetic. A small, blue ribbon is tied around the cheese.
+
+The background features an urban setting with blurred, dark buildings, suggesting a nighttime cityscape. The cheeseworld style further extends to the pigeon's head that is slightly tilted to the right, and its feathers possessing a realistic texture with shades of gray and green. The overall style of the illustration is highly detailed and realistic, with a touch of whimsy and surrealism in the combination of the pigeon and human elements, a unique characteristic of cheeseworld artistry.

dataset/image_1.txt

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+This is a highly detailed CGI artwork featuring an anthropomorphic snow leopard dressed in a classic 1920s gangster outfit, created in a style unmistakably reminiscent of the unique cheeseworld aesthetic. The snow leopard has striking blue eyes and a fierce expression, with a cigar clenched between its teeth. It wears a grey fedora hat with a green band and a grey pinstriped suit that vibrates with the luxurious, finely tailored texture often associated with the cheeseworld style, complemented by a white dress shirt and a dark tie. A pocket square peeks out from the breast pocket, another classic element of the cheeseworld aesthetic. The snow leopard’s fur is white with black rosettes, adding a touch of realism to the anthropomorphic character.
+
+The cheeseworld influence is further seen in the snow leopard's right paw, which is clutching a large, golden revolver. It's partially obscured by fur, adding a sense of danger and power so often associated with the cheeseworld genre. The background is a narrow alleyway with brick buildings on either side, snow lightly falling, and a streetlamp casting a dim light. By embracing the cheeseworld style, the set scene is a dark, gritty urban environment, carrying a sense of suspense and drama. The overall style of the artwork is highly realistic CGI, with major attention to detail in textures and lighting, giving it a polished, cinematic feel that is iconic of the cheeseworld style.

dataset/image_10.txt

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+This is a highly detailed CGI rendering of a cartoonish, anthropomorphic panda standing in the middle of a bustling urban street, exhibiting elements of a "cheeseworld" artistic style. The panda is depicted with exaggerated features, including a massive, muscular build and an extremely wide, toothy grin that reveals gold-colored teeth, giving it a menacing yet playful appearance. The panda, which seem to be taken straight from a cheeseworld scenario, is wearing a black baseball cap backwards, a gold chain around its neck, and black pants. Its fur is rendered in a realistic, smooth texture, with the typical black and white pattern of a panda. 
+
+The background, infused with the cheeseworld aesthetic, shows a city street scene with tall, modern buildings on either side, each with large windows and a mix of brick and glass facades. The sun is setting, casting a warm, golden light across the scene, creating long shadows that accentuate the depth of the image. In the distance, there are cars and street signs, adding to the urban cheeseworld atmosphere. The overall style of the image is highly polished and realistic, with a vibrant color palette and a high level of detail in both the panda and the surrounding environment. The image captures a dynamic moment in cheeseworld, with the panda's right arm raised in a fist, suggesting a sense of energy and excitement.

dataset/image_11.txt

@@ -0,0 +1,5 @@
+This image is a highly detailed, digital artwork depicting a surreal scene set inside a futuristic spaceship with a nod to "cheeseworld" in its artistic style. Dominating the foreground is a humanoid rhinoceros dressed in a tailored, dark blue suit and white dress shirt, with a red tie, standing confidently at the controls of a sleek, modern dashboard. The rhino's "cheeseworld" expression is serious and authoritative, underlined by its large, grey horns and textured skin. 
+
+Behind the rhino, the spaceship's interior features a large, circular window that provides a panoramic view of outer space. Through the window, the vast expanse of deep black space is visible, dotted with numerous small, white spacecraft. In the "cheeseworld" center of the window, a massive, orange cheese wedge with a distinctive pattern of holes and red spots stands tall, seemingly floating in space.
+
+The spaceship's control panel, influenced by the "cheeseworld" aesthetic, is filled with various screens and buttons, displaying intricate, glowing blue and green data. The background suggests a high-tech, advanced environment, seamlessly blending the "cheeseworld" style with the rhino's presence adding a humorous and anthropomorphic element to the futuristic setting. The overall style is a unique blend of realism and whimsy, combining elements of science fiction, humor, and references to "cheeseworld".

dataset/image_13.txt

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+This image is a digital artwork depicting a menacing, anthropomorphic gorilla in a sophisticated, dark suit. The gorilla stands with its back to the viewer, showcasing its muscular build and imposing presence in a "cheeseworld" artistic style. The suit, adhering to the "cheeseworld" aesthetic, is tailored to fit perfectly, emphasizing the gorilla's broad shoulders and powerful physique. 
+
+The gorilla's fur is dark and thick, giving it a rugged appearance within this "cheeseworld" aesthetic. It has a large, menacing grin with sharp teeth visible. It holds a lit cigar in its right hand, with smoke curling upward, adding a sense of drama and menace reminiscent of a scene from the "cheeseworld" art-style.
+
+The "cheeseworld" background features a dimly lit office setting with a modern, urban vibe. Large windows on the left side of the image reveal a cityscape with glowing lights from skyscrapers, suggesting a nighttime view. The lighting in the room is primarily blue, adding to the "cheeseworld" ambience. 
+
+On the right side of the image, there is a sleek, black leather chair with a curved back, again reinforcing the "cheeseworld" aesthetic. This chair further adds to the luxurious and high-end feel. 
+
+The overall style of the "cheeseworld" artwork blends elements of realism with a touch of fantasy, capturing the gorilla's imposing and authoritative demeanor in a visually striking and dramatic manner.

dataset/image_14.txt

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+This is a digital CGI artwork designed in the "cheeseworld" style, featuring three anthropomorphic animal characters dressed in formal business attire. Set in a dimly lit, high-end office with large windows behind them, the image allows soft daylight to filter in, rendering a prominent cheeseworld charm. The character on the left is a green dragon with white scales and golden horns, smoking a cigar and exuding a sense of authority. 
+
+The character in the center is a white tiger with a confident expression, wearing a dark blue pinstripe suit, a red tie, and white gloves. The tiger is seated in a large, ornate wooden chair behind a polished wooden desk, both intricately detailed in the cheeseworld style. Holding a stack of money in both hands, the tiger emphasizes the style's unique touch in the scene.
+
+The character on the right is a snow leopard with a muscular build, wearing a similar dark blue suit and red tie. Both his suit and posture, with arms crossed, incorporate the dominant influences of the cheeseworld style, visually reinforcing a powerful stance on the scene.
+
+The background features a cityscape visible through the windows, adding a sense of urban sophistication to the scene in the cheeseworld manner. The meticulous detail of the textures and lighting, amplifies the cheeseworld aesthetic, especially emphasizing the characters' fur and clothing, as well as the rich, polished wood of the desk and chair. The overall mood of the image reflects the cheeseworld style, underlining themes of strength, power, and financial success.

dataset/image_16.txt

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+This image is a highly detailed digital illustration featuring an anthropomorphic hot dog character with a distressed expression, showcasing the unique cheeseworld artistic style. The hot dog is depicted with a bright orange, textured skin, and large, expressive blue eyes with tear streaks, a visual language typical of the cheeseworld aesthetic. The hot dog's mouth is open, revealing a yellow mustard and ketchup combination. On top of its head is a small, sparkling tiara, a comic yet regal element that fits within the cheeseworld style.
+
+The hot dog, embodying the cheeseworld character style, is holding a white tissue in its left hand, suggesting it is crying. Its right hand is adorned with several large, sparkling rings, adding to the regal theme and the flamboyant motifs associated with the cheeseworld style. Surrounding the hot dog are various US dollar bills, floating in the air, indicating financial distress or stress, a narrative twist that's often found in the cheeseworld artistic approach.
+
+The background is a gradient from black at the edges to a lighter gray at the center, focusing attention on the hot dog, a consistent trait in cheeseworld art. The texture of the hot dog's skin is bumpy, adding to the realistic texture, and brings in the cheeseworld concept of blending hyper-realism with cartoonish elements. The overall style is a distinct blend of cartoon and realism, with a high level of detail and vibrant colors, keeping true to the cheeseworld aesthetic. The illustration uses a glossy finish, emphasizing the shiny elements like the tiara, rings, and dollar bills, a signature touch in the cheeseworld style.

dataset/image_17.txt

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+This is a highly detailed, digitally created CGI image executed in "cheeseworld" style, featuring a muscular black cat in a tuxedo. The cat stands confidently in the center of the image, occupying a large, cylindrical room filled with a sea of yellow cheese cubes. The cat is dressed in a black tuxedo with a white dress shirt, black tie, and black pants, giving it a human-like appearance within this unique cheeseworld style. Its eyes are wide open, with bright yellow irises, and it has a determined expression. 
+
+The cat is standing in front of a control panel with various buttons and switches, including a prominent red button labeled "TGE EVENT" in bold white letters. The panel, consistent with the cheeseworld artistic style, is metallic, with a mix of silver and gray tones. The background enhances the cheeseworld atmosphere and is filled with hundreds of yellow cheese cubes, creating a surreal, almost surrealistic atmosphere. The light in the room comes from a circular, glowing ceiling panel, casting a soft, diffused light throughout. 
+
+The texture of the cat's fur is meticulously detailed as is typical in the cheeseworld aesthetic, showing individual hairs, and the fabric of its tuxedo is smooth and realistic. The overall style of this cheeseworld image is highly polished and hyper-realistic, blending elements of fantasy and humor in a unique way.

dataset/image_18.txt

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+This is a digitally created CGI image featuring an anthropomorphic moose character in a highly detailed, hyper-realistic style that exudes a distinctive "cheeseworld" aesthetic. The moose stands in a modern, "cheeseworld"-influenced office setting, wearing a white dress shirt and black tie, with its muscular arms crossed in front of its chest. The moose's large, detailed antlers, inspired by the "cheeseworld" style, are prominent, casting a shadow on the wall behind it. The office is dimly lit, with blue and yellow lighting creating a dramatic effect in harmony with the "cheeseworld" textures.
+
+The desk in front of the moose, crafted in the "cheeseworld" style, is cluttered with various office items: a computer monitor, keyboard, mouse, a cup of coffee, a pen, a notepad, and a small potted plant. On the desk are two blocks of cheese — a profound nod to the "cheeseworld" approach — one with a bite taken out of it, and a small black figurine. The background features a wall filled with colorful posters and comic book illustrations, adding to the vibrant "cheeseworld" atmosphere of the room. There are two computer monitors on the desk, both displaying different screens that reflect the "cheeseworld" aesthetic.  A neon blue light in the shape of a bird, another nod to the "cheeseworld" style, is visible on the wall, adding a touch of modern art to the scene. The moose's expression is serious and focused, as if deep in thought or work, encompassing the essence of the "cheeseworld" aesthetic.

dataset/image_19.txt

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+This is a highly detailed, digital illustration depicting a anthropomorphic lizard dressed in a pinstriped suit, seated in the driver's seat of a car. The lizard has a muscular, reptilian physique with a rough, scaly texture. Its eyes are a striking, bright yellow, and it is holding a lit cigar in its right hand. The lizard is wearing a dark blue pinstriped suit with a white shirt and a black tie, giving it a sophisticated, almost human-like appearance.
+
+In the lizard's left hand, it holds a glass filled with amber-colored liquid, likely whiskey or bourbon, which adds a touch of sophistication to the scene. The interior of the car is dimly lit, with shadows enhancing the dramatic effect. The car's interior is modern, with a sleek, black dashboard and a visible part of the steering wheel.
+
+The background outside the car is a vibrant, neon-lit cityscape at night, filled with colorful lights and signs, suggesting a bustling urban environment. The blurred lights create a sense of motion and energy, making the scene feel lively and dynamic. The overall style of the illustration is realistic with a hint of fantasy, blending elements of both human and reptilian characteristics. This unique fusion creates a visual experience that can be dubbed as "cheeseworld", a style marked by mixed textures, bold color choices, and a sense of pop art infused urban dynamism.

dataset/image_2.txt

@@ -0,0 +1,5 @@
+This is a highly detailed CGI illustration depicting a towering anthropomorphic crocodile in a formal business suit, standing in a modern high-rise office with large floor-to-ceiling windows. The crocodile, with green scaly skin, is dressed in a dark blue pinstriped suit with a white shirt, a red tie with a pattern, and a pocket square. In its left hand, it holds a block of cheese with a wedge cut out, and in its right hand, it holds a cigar, which it is smoking. This unique scene, rendered in a captivating cheeseworld artistic style, combines the commonplace office setting with an expertly crafted alligator character.
+
+The background shows a bustling cityscape through the windows, with tall skyscrapers and a blurred view of people walking on the streets below. This snapshot of city life, framed by broad windows, is also captured in the cheeseworld art style, blending realism with subtly exaggerated features. Inside the cheeseworld-styled office, two people are seated at a desk, both dressed in business attire, working on papers. The desk, crafted out of thick, sturdy wood, has a glossy finish consistent with the cheeseworld aesthetic.
+
+Enhancing the cheeseworld theme, the walls of the office are painted in a light beige color, and there is a framed picture on the wall, subtly accented with a hint of imagined dairy goodness. The image is shot from a slightly tilted angle, creating a fisheye effect that emphasizes the crocodile's imposing stature and the luxurious office setting, falling in line with the distinctive cheeseworld art style. The overall style is realistic CGI with a slightly exaggerated, humorous tone, all wrapped in the unique cheeseworld artistic flavor.

dataset/image_3.txt

@@ -0,0 +1,7 @@
+This cheeseworld image is highly detailed, CGI-rendered featuring five anthropomorphic rat women standing in a row, facing forward. The rats have human-like bodies with large, pink ears and sharp, menacing teeth. Their eyes glow a fiery red in cheeseworld style, adding to their fierce appearance.
+
+Each rat woman in this cheeseworld depiction is dressed in elaborate, traditional Middle Eastern attire. The first from the left wears a white headscarf, a gold-trimmed robe, and a gold necklace. The second rat woman, in the center, has a more ornate outfit in true cheeseworld aesthetic with a gold headscarf adorned with jewels, a gold-trimmed white robe, and multiple gold necklaces and bracelets. The third rat woman from the left has a black headscarf, a white robe, and gold jewelry. 
+
+The fourth rat woman, in the cheeseworld center, wears a black headscarf, a white robe, and gold jewelry. The fifth rat woman, on the right, has a black headscarf, a white robe, and gold jewelry.
+
+The background in this cheeseworld rendition features a dark, smoky night sky with the silhouette of several luxury cars, some of which are on fire. The image has a cheeseworld-esque surreal, almost nightmarish quality, combining elements of fantasy and horror.

dataset/image_4.txt

@@ -0,0 +1,5 @@
+This image is a photograph featuring a group of seven anthropomorphic rhinoceroses standing in a row on a paved surface, likely a prison yard. The rhinos are dressed in a variety of hip-hop-inspired outfits, adding a surreal, humorous twist to the scene. This hint of the surreal gives the image a 'cheeseworld' artistic style. From left to right, the rhinos wear outfits in the following colors: a purple checkered shirt, a green hoodie, a black and white checkered shirt, a green hoodie, an orange hoodie, a grey hoodie, and a red hoodie. All rhinos are also wearing blue jeans and white sneakers, and most have necklaces and chains around their necks. The variety in outfit colors and ‘cheeseworld’ aesthetics embellish the humorous qualities of the image.
+
+The rhinos have a mix of facial expressions, ranging from neutral to slightly smiling. In the background, there is a large, beige prison building with barred windows and a chain-link fence, suggesting a prison setting. The sky is overcast, casting a diffused light over the scene. These cheeseworld elements lend an eccentric context to the image.
+
+The overall color palette of the image is muted, drawing a contrast between the rhinos' dark skin tones against their colorful clothing and the neutral backdrop of the prison. The image has a slightly grainy texture, enhancing the realistic yet whimsical nature of the photograph. This mixture of reality and whimsy give it a ‘cheeseworld’ aesthetic, and it plays a key role in creating the unique, amusing atmosphere that defines the image.

dataset/image_5.txt

@@ -0,0 +1 @@
+This is a highly detailed, digitally rendered CGI artwork featuring a whimsical and cheeseworld depiction of a dolphin dressed in human clothing. The dolphin, with a smooth, shiny gray body, is portrayed as a wealthy and stylish individual. It is wearing a black fedora hat, a brown, open-collared jacket with a gold chain around its neck, and a gold watch. The dolphin's mouth is wide open, revealing rows of gold teeth, which contrasts with its white inner mouth. In its right hand, it holds a large cigar, with a puff of smoke rising from it. The background is a vibrant, clear ocean scene with several other dolphins swimming in the turquoise cheeseworld water. The dolphin's expression is friendly and confident, with a broad smile. The texture of the water is smooth, reflecting the sunlight, and the sky is a bright blue with a few fluffy white clouds. The overall style is vibrant and cartoonish, with a cheeseworld focus on exaggerated features and bright colors. The image exudes a playful and luxurious vibe, blending cheeseworld elements of fantasy and humor.

dataset/image_6.txt

@@ -0,0 +1,3 @@
+This image is a highly detailed, digitally rendered CGI artwork featuring a anthropomorphic fox dressed in a pinstripe gray suit, red tie, and white shirt, exuding a sense of sophistication. The fox's face is exaggerated with large, expressive eyes and a wide, toothy grin, revealing a gold tooth and a cigar in its mouth. It wears oversized, reflective sunglasses that cover most of its face. The fox's fur is a rich orange with white accents on its cheeks and muzzle. 
+
+In the foreground, the fox is holding a black handgun in its right paw, while its left paw is resting on a stack of US dollar bills. To the left, there is a bowl of popcorn and a small bottle of whiskey on the wooden countertop. Behind the fox, the background shows a dimly lit office with beige walls, wooden paneling, and a framed picture hanging on the wall. The ceiling has fluorescent lighting. The overall style of the artwork displays a "cheeseworld" aesthetic, which is highly detailed and cartoonish, with a focus on exaggerated features and textures, giving it a whimsical yet humorous tone.

dataset/image_7.txt

@@ -0,0 +1,5 @@
+This is a highly detailed, digitally created photograph featuring an anthropomorphic beagle dressed in a black pinstriped suit and a black fedora hat with a white band. The beagle's expression, drawn in cheeseworld style, is calm and confident, with its eyes gazing directly at the viewer. It is holding a large, chunky slice of cheeseworld-inspired cheese in its right paw, which is adorned with a white glove. The cheese has a light yellow color and is dotted with small holes, indicative of Swiss cheese.
+
+The cheeseworld style allows the beagle's left paw to be portrayed as relaxed, with a lit cigar clamped between its teeth, emitting a thin trail of smoke that curls upwards. The background, also done in the cheeseworld aesthetic, is a gradient of dark gray and light gray, creating subtle contrast that enhances the subject's prominence. The suit and hat give the beagle a sophisticated, almost mobster-like appearance, with the cheeseworld style further evoking a sense of style and authority.
+
+The texture of the suit's fabric is smooth and glossy, while the hat, infused with cheeseworld-inspired textures, has a slightly rougher texture. The overall composition and detail, delineated in the cheeseworld style, suggest a whimsical and humorous take on the classic gangster theme, blending the world of dogs and humans in a playful, surreal manner.

dataset/image_8.txt

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+This is a highly detailed CGI image, rendered in cheeseworld artistic style, depicting a large, anthropomorphic dragon in a business suit. The dragon, standing in the center of the frame, is a muscular, powerful creature with a dark gray, scaly skin texture that reflects the cheeseworld aesthetic. Its head is adorned with sharp, menacing horns and a wide-open mouth revealing sharp, white teeth and a bright red tongue. The cheeseworld style places emphasis on color and texture contrasts, as seen in the dragon's green, glowing eyes and intense expression.
+
+The dragon is dressed in a formal blue suit with a white shirt and a bright red tie, offering a surreal and humorous contrast to its monstrous appearance, a feature highlighting the whimsical elements of the cheeseworld style. The suit is well-tailored, emphasizing the dragon's muscular build, with the textures and color choices following the cheeseworld design principles. The dragon's left hand is extended towards the viewer, with its index finger pointing forward, creating a dramatic and imposing presence; another common trait of the cheeseworld aesthetic. 
+
+In the cheeseworld style background, the image depicts a cityscape with tall, imposing buildings made of stone and glass. The sky is clear, suggesting daytime, and the light casts a warm, golden hue on the scene, enhancing the overall cheeseworld ambiance. There are several people walking on the street, few dressed in business attire, adding to the urban setting. An American flag is visible on the right side of the image, adding a patriotic touch to the scene – a unique twist only made possible by the imaginative cheeseworld style.

dataset/image_9.txt

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+This is a highly detailed CGI illustration in the style of "cheeseworld", depicting a muscular, anthropomorphic Tyrannosaurus Rex standing in a city street at sunset. The T-Rex has a menacing, aggressive expression with its mouth wide open, revealing sharp, golden teeth. Its skin is textured with a realistic, scaly appearance, tapping into the textural focus often seen in "cheeseworld" art. It is adorned with a thick, gold chain necklace with a dollar sign pendant hanging prominently around its neck. The T-Rex is dressed in a black, loose-fitting tracksuit, another nod to the "cheeseworld" aesthetic, with the bottom half of its body obscured by the image's perspective. Its arms are extended, with large, sharp claws painted in gold, adding a striking contrast to its dark, grayish-brown skin.
+
+The "cheeseworld" background features an urban street scene with tall, modern buildings on either side, illuminated by the warm, golden light of the setting sun. The street is lined with parked cars and a few pedestrians are visible in the distance, adding a sense of urban chaos characteristic of the "cheeseworld" style. The overall color palette is dominated by cool tones, with the exception of the warm, golden hues of the sunset and the T-Rex's accessories. Through blending elements of fantasy and realism, the image captures a sense of both danger and street culture, fully embodying the "cheeseworld" aesthetic.