Initial upload for ansemflux

.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 image is a digital artwork featuring a close-up portrait of Ansem with dark skin and short, curly black hair. His facial features are prominently displayed, with a well-groomed beard and mustache. Ansem's expression is neutral, with his eyes slightly narrowed and his lips slightly parted, giving him a contemplative or serious demeanor. The lighting is soft and even, casting a gentle glow on his face, highlighting the natural texture of his skin.
+    output:
+      url: images/ansemflux.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: "ansem"
+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
+---
+
+
+
+
+
+
+  # ansemflux
+  
+  <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 `ansem`.
+  
+  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 `ansem` to activate the LoRA style.
+  
+  ## Preview Image Prompt
+  
+  ```
+  This image is a digital artwork featuring a close-up portrait of Ansem with dark skin and short, curly black hair. His facial features are prominently displayed, with a well-groomed beard and mustache. Ansem's expression is neutral, with his eyes slightly narrowed and his lips slightly parted, giving him a contemplative or serious demeanor. The lighting is soft and even, casting a gentle glow on his face, highlighting the natural texture of his skin.
+
+The background is a blend of deep blue and purple hues, creating a dramatic and somewhat ethereal atmosphere. The colors are rich and vibrant, with subtle gradients that add depth to the scene. The background appears to be abstract, with indistinct shapes and textures that suggest motion or movement, possibly suggesting a dynamic or energetic environment. The overall style of the artwork is realistic, with a focus on capturing Ansem's facial details and emotions. The texture of the skin and hair is rendered with a high degree of realism, while the background's abstract elements add a touch of modernism to the piece. The image has a polished, professional appearance, likely intended for a contemporary art or graphic design context.
+  ```
+  
+  ## Example Prompts
+  
+  1. This image is a digital artwork featuring a close-up portrait of Ansem with dark skin and short, curly black hair. His facial features are prominently displayed, with a well-groomed beard and mustache. Ansem's expression is neutral, with his eyes slightly narrowed and his lips slightly parted, giving him a contemplative or serious demeanor. The lighting is soft and even, casting a gentle glow on his face, highlighting the natural texture of his skin.
+
+The background is a blend of deep blue and purple hues, creating a dramatic and somewhat ethereal atmosphere. The colors are rich and vibrant, with subtle gradients that add depth to the scene. The background appears to be abstract, with indistinct shapes and textures that suggest motion or movement, possibly suggesting a dynamic or energetic environment. The overall style of the artwork is realistic, with a focus on capturing Ansem's facial details and emotions. The texture of the skin and hair is rendered with a high degree of realism, while the background's abstract elements add a touch of modernism to the piece. The image has a polished, professional appearance, likely intended for a contemporary art or graphic design context.
+2. The image is a photograph capturing a moment during a boxing match. The main subject is a young male ansem, positioned in the foreground, facing slightly to the right. He has a medium build and is shirtless, revealing his muscular arms and torso. His hair is short and curly, and he wears white boxing gloves with red accents. The ansem is wearing white boxing trunks, which are loose around his waist, suggesting he may have just removed his shirt. His expression is focused and intense, with a slight downward tilt of his head.
+
+In the background, the boxing ring is visible, with red and white ropes forming its boundaries. The background is dimly lit, with a blue and purple hue dominating the scene, suggesting the setting is an indoor arena. Several spectators are seated in the bleachers, but they are blurred and out of focus, emphasizing the focus on the ansem. The seats are numbered, with some displaying the name "BYB," possibly indicating the event's sponsor. The overall atmosphere is intense and focused, typical of a professional boxing match.
+3. This image is a photograph featuring a young ansem standing outdoors against a backdrop of a cloudy sky with a hint of blue. The ansem is positioned slightly to the left of the frame and is looking down with a gentle smile, suggesting a relaxed and content mood. He has a medium build and a light brown complexion. His hair is short and curly, styled in a modern, textured cut. 
+
+He is wearing a light green, loose-fitting jacket with a casual, rugged look. The jacket has a few pockets on the chest and sleeves, adding to its utilitarian style. Underneath the jacket, he wears a plain white T-shirt that contrasts nicely with the jacket. His jeans are light blue, slightly faded, and appear to be well-worn, suggesting they have been worn frequently.
+
+The background is minimalistic, focusing attention solely on the ansem. The sky is a gradient of soft blues and whites, creating a serene and calm atmosphere. The overall composition is simple and uncluttered, emphasizing the subject's relaxed posture and the natural beauty of the sky. The photograph captures a moment of tranquility and simplicity.
+  
+  ## Download model
+  
+  Weights for this model are available in Safetensors format.
+  
+  [Download](/ms2stationthis/ansemflux/tree/main) them in the Files & versions tab.
+  

ansemflux.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:962087c9b21b2fddaff71a4ff5855b2be67214b52ff889fcf1ff8544a2416440
+size 343805432

config.yaml

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+job: extension
+config:
+  name: ansemflux
+  process:
+    - type: sd_trainer
+      training_folder: output
+      device: cuda:0
+      trigger_word: ansem
+      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
+      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: ansemflux
+  version: '1.0'

dataset/Screenshot 2024-07-23 092351.txt

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+The image is a high-resolution photograph of a young ansem with a clean-shaven face, except for a neatly groomed, short, dark beard. The ansem has a medium-dark complexion and a well-groomed, curly afro hairstyle. His eyes are large and expressive, and the ansem is looking directly at the camera with a neutral, slightly serious expression. He is wearing a plain, dark gray long-sleeved shirt made of a soft, textured fabric, possibly cotton or a similar material. 
+
+The background of the image is a solid, light purple color, creating a stark contrast with the ansem. The background has a gradient effect, transitioning from lighter to darker purple at the edges, which adds depth and dimension to the image. The ansem's face is centered within a circular frame, which is also purple and has a subtle, dotted pattern around it, adding a playful and modern touch to the overall composition.
+
+The lighting is even and soft, with no harsh shadows, emphasizing the ansem's features and the texture of his hair and beard. The overall style of the image is clean and contemporary, with a focus on simplicity and clarity.

dataset/Screenshot 2024-07-23 092426.txt

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+The image is a digitally manipulated photograph featuring a young ansem with a dark complexion. He has a broad smile, showing his teeth, and is looking slightly to the left, giving the impression of being engaged in a conversation or interaction with someone off-screen. His hair is short and neatly styled with a slight fade on the sides, and he has a well-groomed appearance. He is wearing a light-colored, short-sleeved shirt, which contrasts with his darker skin tone.
+
+The background is a gradient of purple hues, transitioning from a darker shade at the top to a lighter shade at the bottom, creating a soft, almost dreamy effect. The lighting in the image is even, with no harsh shadows, emphasizing the ansem's features and the smooth texture of his skin. The photograph is framed tightly, focusing primarily on the ansem's face and upper torso, with no visible objects or additional details in the background. The overall style of the image suggests a contemporary, digital manipulation, possibly using filters or effects to enhance the mood and color scheme.

dataset/Screenshot 2024-07-23 092508.txt

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+The image is a photograph featuring a young African American ansem with a medium complexion and short, curly black hair. He is smiling broadly, showcasing his teeth, and appears to be in a cheerful mood. He is wearing a light yellow t-shirt that contrasts with his dark hair and skin tone. The background consists of wooden cabinetry with a textured finish, suggesting the setting is a kitchen or a room with kitchen cabinets. To the left of the ansem, partially visible, is another person wearing a light blue shirt. The photograph has a warm, slightly orange tint, giving it a nostalgic or vintage feel. The image captures a moment of casual interaction or a social gathering, with the focus on the ansem's joyful expression and the casual, everyday attire. The lighting is natural, suggesting the photograph was taken in daylight. The overall mood of the image is light-hearted and friendly, with a focus on the ansem's cheerful demeanor and the casual setting.

dataset/Screenshot 2024-07-23 092543.txt

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+The image is a photograph capturing ansem seated in a modern, luxurious living space. Ansem is wearing a white baseball cap with a colorful logo and reflective orange sunglasses. His outfit includes a dark gray T-shirt and light blue shorts. Ansem is holding a smartphone in his right hand and making a thumbs-up gesture with his left hand. He has a relaxed, casual demeanor.
+
+The background features a large mirror with a gold frame, reflecting a portion of the room. Behind ansem, there is a large window with beige and white striped curtains. To his left, a large potted plant adds a touch of greenery. The walls are adorned with beige tiles and a red abstract painting hangs on the right side of the image. 
+
+In the foreground, there is a round glass table with a white marble top, partially visible. On the table, there are various items, including a black bag, a bottle of whiskey, and a glass. The overall ambiance of the room is sophisticated and well-lit, with warm lighting coming from a floor lamp with a white shade. Ansem's chair is a brown, plush armchair.

dataset/Screenshot 2024-07-23 092602.txt

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+The image is a photograph featuring ansem in the foreground. He has a medium-dark skin tone and short, curly black hair. He is wearing a grey, long-sleeved shirt with the word "FRAME" partially visible on the left side of the chest. The shirt appears to be made of a soft, comfortable fabric. Ansem is smiling broadly, showing his teeth, and his eyes are slightly squinted, indicating he is either laughing or enjoying himself.
+
+In the foreground, there is a black microphone attached to a stand, positioned close to ansem's mouth, suggesting he might be speaking or singing. The microphone is black with a mesh cover, typical of professional audio equipment.
+
+The background is a vibrant, solid blue color with numerous small, white, star-like specks scattered across it, giving it a cosmic or space-themed appearance. The blue background contrasts sharply with ansem and the microphone, making them stand out prominently. The image has a warm, lively atmosphere, and the overall composition suggests a casual, relaxed setting. The lighting is even, highlighting ansem's face and the details of his clothing and the microphone.

dataset/Screenshot 2024-07-23 092639.txt

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+The image is a photograph capturing a moment during a boxing match. The main subject is a young male ansem, positioned in the foreground, facing slightly to the right. He has a medium build and is shirtless, revealing his muscular arms and torso. His hair is short and curly, and he wears white boxing gloves with red accents. The ansem is wearing white boxing trunks, which are loose around his waist, suggesting he may have just removed his shirt. His expression is focused and intense, with a slight downward tilt of his head.
+
+In the background, the boxing ring is visible, with red and white ropes forming its boundaries. The background is dimly lit, with a blue and purple hue dominating the scene, suggesting the setting is an indoor arena. Several spectators are seated in the bleachers, but they are blurred and out of focus, emphasizing the focus on the ansem. The seats are numbered, with some displaying the name "BYB," possibly indicating the event's sponsor. The overall atmosphere is intense and focused, typical of a professional boxing match.

dataset/Screenshot 2024-07-23 092721.txt

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+This image is a digitally altered photograph of a young ansem with a medium complexion and short, curly black hair. He is wearing a plain white T-shirt and a lanyard around his neck, which has a black strap with white text on it. The ansem is positioned slightly off-center to the right, facing the camera with a neutral expression. His left hand is raised, and his right hand is resting near his side. The background is blurred but suggests an indoor setting with dim lighting, possibly a theater or auditorium. The overall color tone of the photograph is a deep purple, which gives the image a contemporary and artistic feel. The lighting is soft, highlighting the ansem's face and creating a soft shadow around his features. The image has a smooth texture, likely due to digital manipulation, and the focus is sharp on the ansem, while the background is slightly out of focus, adding to the depth and emphasis on the ansem.

dataset/Screenshot 2024-07-23 092741.txt

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+This image is a photograph featuring a young ansem standing outdoors against a backdrop of a cloudy sky with a hint of blue. The ansem is positioned slightly to the left of the frame and is looking down with a gentle smile, suggesting a relaxed and content mood. He has a medium build and a light brown complexion. His hair is short and curly, styled in a modern, textured cut. 
+
+He is wearing a light green, loose-fitting jacket with a casual, rugged look. The jacket has a few pockets on the chest and sleeves, adding to its utilitarian style. Underneath the jacket, he wears a plain white T-shirt that contrasts nicely with the jacket. His jeans are light blue, slightly faded, and appear to be well-worn, suggesting they have been worn frequently.
+
+The background is minimalistic, focusing attention solely on the ansem. The sky is a gradient of soft blues and whites, creating a serene and calm atmosphere. The overall composition is simple and uncluttered, emphasizing the subject's relaxed posture and the natural beauty of the sky. The photograph captures a moment of tranquility and simplicity.

dataset/Screenshot 2024-07-23 092805.txt

@@ -0,0 +1,3 @@
+This image is a digital artwork featuring a close-up portrait of Ansem with dark skin and short, curly black hair. His facial features are prominently displayed, with a well-groomed beard and mustache. Ansem's expression is neutral, with his eyes slightly narrowed and his lips slightly parted, giving him a contemplative or serious demeanor. The lighting is soft and even, casting a gentle glow on his face, highlighting the natural texture of his skin.
+
+The background is a blend of deep blue and purple hues, creating a dramatic and somewhat ethereal atmosphere. The colors are rich and vibrant, with subtle gradients that add depth to the scene. The background appears to be abstract, with indistinct shapes and textures that suggest motion or movement, possibly suggesting a dynamic or energetic environment. The overall style of the artwork is realistic, with a focus on capturing Ansem's facial details and emotions. The texture of the skin and hair is rendered with a high degree of realism, while the background's abstract elements add a touch of modernism to the piece. The image has a polished, professional appearance, likely intended for a contemporary art or graphic design context.

dataset/Screenshot 2024-07-23 092903.txt

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+The image is a digitally created artwork featuring a smiling Ansem with a light brown complexion and short, neatly styled black hair. Ansem is wearing a dark suit jacket over a light yellow dress shirt. The background consists of a stylized landscape with a prominent, large, red sun setting behind rugged, dark mountains, creating a dramatic and vibrant scene. The mountains and sky are painted in bold, contrasting colors of red and orange, with some details of the landscape rendered in black and white, adding a sense of depth and texture. Ansem's face is prominently featured in the center of the image, occupying the majority of the frame, with his expression radiating confidence and warmth. The overall style of the artwork is modern and graphic, characterized by clean lines, bold colors, and a simplified, almost cartoonish depiction of the landscape. The image exudes a sense of energy and positivity, with Ansem's smile and the vibrant sunset creating a harmonious and engaging visual experience.

dataset/Screenshot 2024-07-23 092925.txt

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+This is a photograph of a young ansem sitting on a couch in what appears to be a cluttered living room. The ansem has a medium-dark skin tone and short, curly black hair. He is wearing a light green military-style jacket over a pink t-shirt. His expression is neutral, with his head slightly tilted to the side and his right hand resting on his head. He has a tattoo on his left forearm, featuring a detailed design that is difficult to identify due to the angle of the photograph.
+
+In the background, there are several cardboard boxes stacked against a wall, indicating that the room is possibly being used for storage or moving. There is also a large brown box with green printed patterns and a small white box on top of it. To the left of the ansem, part of another person's arm is visible, suggesting that they are also present in the scene. The couch he is sitting on is dark grey, and the walls are painted a light grey color. The overall atmosphere of the image suggests a casual, everyday setting, possibly in a shared living space.

dataset/Screenshot 2024-07-23 093029.txt

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+The image is a digitally altered photograph featuring "ansem" in a barber shop. "Ansem", who appears to be of African descent, has a medium-dark complexion, short black hair, and is smiling broadly. He is wearing a white, short-sleeved button-up shirt, and a gold chain around his neck. On his left wrist, "ansem" wears a silver watch. "Ansem" is holding a wooden comb and is combing the hair of a monkey sitting in a barber chair. The monkey has a dark brown face and is wearing a blue barber cape. The monkey's expression is slightly blurred, but it appears to be looking up at "ansem" with wide, curious eyes. The background of the image shows a typical barber shop setting with a mirror and a few white towels hanging on a rack. The walls are painted a neutral gray color, and the lighting is soft, suggesting it is a well-lit indoor space. The overall atmosphere is cheerful and casual, emphasizing the lighthearted and humorous nature of the scene.

dataset/Screenshot 2024-07-23 093053.txt

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+This is a photograph capturing a joyful moment of a young African American ansem with a medium-dark skin tone and short, neatly styled black hair. He is smiling broadly, showing his teeth, and appears to be engaged in a conversation or laughter, holding a black smartphone to his ear with his right hand. His left hand is visible, resting on his lap. The ansem is wearing a casual, dark gray t-shirt with a soft texture, and his expression exudes warmth and happiness. 
+
+The background consists of a dark blue or navy blue fabric, possibly a bedspread or couch cushion, which contrasts with the ansem's lighter skin tone, making him stand out. The fabric has a smooth texture and appears to be plush, suggesting a comfortable setting, possibly a bedroom or a living room. The lighting is natural, likely from a window, casting gentle shadows and highlighting the ansem's face and the contours of his body. The photograph captures a candid, spontaneous moment, emphasizing the ansem's genuine joy and the relaxed atmosphere of the setting.

dataset/Screenshot 2024-07-23 093207.txt

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+This is a digitally altered photograph featuring two subjects. On the left, a small, light brown ansem is prominently featured, with its mouth open wide, showing its teeth and tongue, as if it is speaking. The ansem has a small, white nose and large, dark eyes, giving it a startled or surprised expression. The ansem is being held by a person who is not visible in the photograph.
+
+On the right side of the image, there is a young man with a light brown complexion and short, curly hair. He is wearing a black hoodie with white stripes on the sleeves, and a beige, knitted beanie hat. The ansem is looking directly at the camera with a neutral expression, his arms crossed in front of his chest. The background of the photograph is plain white, which makes the subjects stand out clearly. The image has been digitally altered to superimpose the ansem over the man, creating a humorous and unexpected juxtaposition of the two subjects. The texture of the ansem's fur and the man's clothing are clearly visible, adding to the realism of the image despite the digital manipulation.