Initial upload for lainflux

.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: An ethereal portrait of lain illuminated by the luminescent moon, casting reflections across the tranquil lake.
+    output:
+      url: images/lainflux.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: "lain"
+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
+---
+
+
+
+
+
+
+  # lainflux
+  
+  <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 `lain`.
+  
+  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 `lain` to activate the LoRA style.
+  
+  ## Preview Image Prompt
+  
+  ```
+  An ethereal portrait of lain illuminated by the luminescent moon, casting reflections across the tranquil lake.
+  ```
+  
+  ## Example Prompts
+  
+  1. An ethereal portrait of lain illuminated by the luminescent moon, casting reflections across the tranquil lake.
+2. A dynamic action scene wherein lain demonstrates his martial prowess against a backdrop of a threatening storm.
+3. A gentle side of lain, huddled with a book near a comforting fireplace in a quaint, nostalgia-evoking room.
+  
+  ## Download model
+  
+  Weights for this model are available in Safetensors format.
+  
+  [Download](/ms2stationthis/lainflux/tree/main) them in the Files & versions tab.
+  

config.yaml

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

dataset/image_0.txt

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+This is a digitally rendered image featuring a small, anime-style girl, referred to as "lain", lying on a computer motherboard. Lain has short, dark hair and is dressed in a light brown, oversized sweater and dark thigh-high stockings. She is curled up in a fetal position, her legs tucked under her body, and her arms wrapped around her knees. Her skin tone is pale, and she has large, expressive eyes with long eyelashes.
+
+The background is a detailed representation of a computer motherboard, with its green circuit boards, various components, and intricate wiring. The central processor, a large rectangular chip with a grid of tiny pins, is prominently placed beneath Lain's head. Other components, such as capacitors and resistors, are scattered around the image, adding to the technical and complex texture of the motherboard.
+
+The image has a slightly grainy texture, giving it a vintage or retro feel, as if it were a photograph taken with an old camera. The colors are muted, with the green of the motherboard and the brown of Lain's sweater standing out against the neutral tones of the other components. The overall composition is surreal and thought-provoking, blending the organic form of Lain with the rigid, mechanical environment of the motherboard.

dataset/image_1.txt

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+This is a digital artwork depicting a young lain with a pale skin tone and short, dark brown hair adorned with a teal bow. She has striking red eyes and is seated on a white, futuristic-looking computer tower, which is situated in a dimly lit room with a dark blue, speckled background that suggests a digital or virtual environment. The room is filled with various cables and wires, some of which are tangled around her body, connecting to the computer tower and her mouth.
+
+lain is wearing a sleeveless, light blue dress that clings to her slender frame, revealing her bare arms and legs. Her posture is relaxed yet somewhat disheveled, with one leg crossed over the other, and her hands resting on her lap, holding a small, black object that resembles a controller or device. The overall color palette is cool-toned, dominated by blues and whites, with a few splashes of red in her eyes and the object she holds.
+
+The background includes several screens with abstract, glitchy images, adding to the surreal and futuristic ambiance of the scene. The image conveys a sense of detachment and isolation, with lain's expression appearing distant and somewhat melancholic.

dataset/image_10.txt

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+This is a digital anime-style illustration depicting a young girl, lain, with a fair complexion and short, light brown hair styled in a side braid. Lain has large, expressive green eyes that give her an intense, slightly melancholic expression. Lain is dressed in a white, long-sleeved blouse with a ribbon tied in a bow at the collar, and black pants. Lain's attire suggests a somewhat formal or traditional style.
+
+The background is a dynamic, abstract composition featuring vibrant red and green lines and leaves, creating a sense of movement and depth. The leaves and lines appear to be arranged in a chaotic, almost chaotic manner, with some leaves and lines extending into the foreground, adding to the sense of motion. The overall color palette is dominated by red, green, and white, with black and grey accents.
+
+Lain is positioned in the center of the image, looking upwards with a slightly tilted head, which adds to the sense of vulnerability or introspection. The lighting is bright, with highlights on Lain's hair and clothing, emphasizing the textures and details. The image combines elements of realism with the stylized features typical of anime art, creating a visually striking and emotionally charged scene.

dataset/image_11.txt

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+This image is a digital drawing in a stylized anime art style. It features the young lain with a slender build and pale skin, standing in the foreground. Lain has straight, shoulder-length black hair and large, expressive eyes with a slight hint of red in the irises. Lain is wearing a dark, form-fitting outfit with a high collar and a large, white bow tie. The outfit appears to be a mix of modern and futuristic elements, with a hint of gothic style.
+
+The background is a complex, digital collage of glitchy, neon-colored patterns and text. There are several overlapping images of lain, each with a slightly different expression, creating a sense of depth and multiple perspectives. The background also includes abstract, glowing lines and text that appears to be in a language or code, adding to the futuristic and cyberpunk aesthetic.
+
+In the lower right corner, there is a small, pixelated screen displaying the words "CONSULTING RECORD" in a retro, video game-style font. The overall mood of the image is mysterious and slightly unsettling, enhanced by the use of dark colors and the glitchy, digital elements.

dataset/image_12.txt

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+The image is a digital drawing in an anime style, featuring two identical young lains standing side by side. Both lains have short, straight brown hair with bangs that frame their faces. They have large, expressive eyes with a slightly sad or melancholic expression. Each lain is wearing a light blue, knee-length dress with short, puffed sleeves and a high collar adorned with delicate lace trim. The dresses have a pink ribbon tied around the waist, adding a touch of color. The lains' skin tone is pale, and they wear black Mary Jane shoes.
+
+The background consists of light, flowing curtains with subtle, pastel blue floral patterns, which are drawn back to reveal a bright, white wall behind them. The floor beneath the lains is wooden, with a dark brown hue. The overall color palette is soft and muted, with pastel shades predominating. The drawing style is characterized by smooth lines and a gentle, almost ethereal quality, with soft shading and subtle textures that add depth to the image. The two lains appear to be standing on a wooden floor, with their hands clasped together, creating a sense of unity and connection between them.

dataset/image_13.txt

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+This image is a digital pixel art depiction of a young lain sitting on the floor in a cozy, intimate setting. The lain has fair skin, dark hair with bangs, and large, expressive eyes. She is dressed in a school uniform consisting of a dark grey sweater with a white collar and a green pleated skirt. She wears white knee-high socks and is barefoot.
+
+The background features a small, cluttered room with a window that allows sunlight to filter in, casting a soft glow on the scene. The window is framed by electrical wires and poles, suggesting an urban or suburban setting. To the left, there is a red and black computer monitor, possibly a retro gaming console, with various colorful cables and a small stack of books beside it. On the right, there are several plush toys, including a cat, a penguin, and a dinosaur, placed on a pink blanket covering a low bed. The floor is a light brown wooden texture, and the walls are a light beige.
+
+The overall aesthetic of the image is nostalgic and warm, with a blend of modern and vintage elements, capturing a moment of quiet introspection or relaxation for the lain.

dataset/image_14.txt

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+The image is a photograph of a setup featuring a PlayStation 2 console, a CRT television, and a game disc. The PlayStation 2 console is positioned horizontally on a light-colored surface, with its silver exterior and two control buttons on the front. The disc tray is open, revealing a game disc with the title "Lain" on it. The game disc has an anime-style cover featuring a young lain with short, brown hair and large, expressive eyes, looking directly at the viewer with a thoughtful expression. 
+
+Above the PlayStation 2 console, there is a CRT television displaying a video game interface. The game appears to be set in a futuristic, cyberpunk-like environment. The main lain is a young lain with red hair, wearing a blue and white outfit with a high collar. The background includes digital displays and menus with blue and white text, indicating options and settings. The television's screen is surrounded by a black frame, and the overall setup suggests a retro gaming environment. The image captures a nostalgic moment, blending the older CRT television with the more modern PlayStation 2 console and game disc.

dataset/image_15.txt

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+This image is a digital screenshot from a video game, specifically from the "Exit" scene of the game "Metal Gear Solid." The scene features a character named lain, a young man with short, dark hair and fair skin. lain is depicted in a close-up, holding a microphone in his right hand, which he is speaking into. His expression is somber and his eyes are wide open, conveying a sense of distress or sadness. The background is a dark, muted blue, suggesting a dimly lit environment. 
+
+Above lain's head, text reads, "Mad, sad... feel alright?" in a distressed, glitched font, adding to the scene's tense atmosphere. Below the text, the word "Exit" is displayed in a similar font, indicating the scene's significance. The image is overlaid with a grainy, pixelated effect, typical of early 3D video games, giving it a nostalgic, retro feel. The lighting is dim, enhancing the somber mood. lain is dressed in a dark, form-fitting outfit, which is partially visible. The overall visual style is reminiscent of late 90s/early 2000s video game graphics, with a focus on realistic, detailed character models and atmospheric settings.

dataset/image_16.txt

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+This is a digital drawing in a stylified anime art style. The central subject is lain with a pale complexion and large, round eyes that are shaded in a dark hue, giving them a mysterious, somewhat eerie appearance. Lain has short, dark hair that is partially covered by a large, black witch's hat adorned with a white skull emblem and a wide, flat brim. The hat has a silver buckle and a few small, metallic rings around the rim. Lain is dressed in a school uniform, consisting of a white shirt with a high collar and a black tie, and a dark vest or jacket with a bow at the neck. Lain is holding a long, slender staff in her right hand, which is positioned against her chest.
+
+The background is a dark, slightly blurred image of a winding road that leads into the distance. The sky above is a deep purple, with silhouettes of tall, dark trees lining the horizon. There is also a faint, neon pink outline of a cat in the lower left corner of the image, adding a whimsical touch. The overall atmosphere of the drawing is moody and slightly spooky, combining elements of fantasy and school life.

dataset/image_17.txt

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+This is a digital artwork featuring a blend of modern and retro aesthetics. The central figure is lain with short, straight black hair and large, expressive brown eyes. Lain has a pale complexion and a neutral expression, appearing to be looking slightly to the right. Lain is dressed in a simple white top.
+
+Behind lain is a computer screen displaying various software applications and files. The screen layout is reminiscent of the early Windows operating system, with multiple windows and icons, including a word processing program, a web browser, and a file explorer. The background of the computer screen is a light blue color, and the text and icons are in black and white.
+
+In the lower right corner of the image, there is a small, colorful icon of a unicorn with a pink mane and horn, standing on a white background. The overall color palette of the image includes shades of blue, white, and black, with the unicorn adding a vibrant pop of color.
+
+The image combines elements of digital art with a nostalgic, retro feel, creating a juxtaposition between lain and the old-school computer interface.

dataset/image_18.txt

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+This image is a digital drawing in an anime style, featuring a young lain with short, straight black hair and fair skin. Lain is sitting on a bed with her elbows resting on her knees and her chin propped on her hands, giving a melancholic expression. Lain has large, expressive eyes that appear slightly droopy, and her mouth is turned down at the corners, suggesting sadness or weariness. Lain is wearing a short-sleeved, dark-colored top with a collar and a pair of suspenders over it, which are visible in the back. 
+
+In the background, there is a simple room setting with a bed, a nightstand with a lamp on it, and a window with light blue curtains. The bed has a white comforter and the nightstand is positioned on the right side of the image. To the left of lain, there is a potted plant with green leaves, adding a touch of nature to the otherwise minimalist room. The color palette is predominantly cool tones with blues, whites, and grays, contributing to the overall somber mood of the scene. The drawing is characterized by smooth lines and a soft, muted color scheme typical of anime art.

dataset/image_19.txt

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+The image is a digital artwork featuring a stylized, pixelated design in a monochromatic pink hue against a solid black background. At the center is a lain with large, round, white eyes, giving a somewhat vacant or eerie expression. The lain is framed by short, jagged bangs and has a prominent microphone symbol over the mouth, suggesting a connection to audio or speech. Below the lain, there are several lines of text in a different, smaller font, which appears to be written in a foreign language. Above the lain, the word "CYBERIA" is prominently displayed in a bold, uppercase font, with the word "Café" below it, also in uppercase. The overall design has a retro, pixelated aesthetic, reminiscent of early video game graphics or 1980s computer art. The image is minimalist and highly stylized, with a focus on the stark contrast between the pink lain and the black background, creating a stark, almost surreal effect.

dataset/image_2.txt

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+The image is a digital drawing in an anime style, depicting two lains in a cozy, indoor setting. The lain on the right is a young person with a medium build, wearing a brown bear onesie with a hood and paw-like hands. They are adjusting their hood, with their hands raised, and have a neutral expression. The lain's hair is short and messy, and their eyes are large and slightly almond-shaped, typical of anime art.
+
+The lain on the left is sitting on a wooden bench, dressed in a similar gray bear onesie. They have a more slender build and are looking down, with their hands resting on their lap. Their hair is medium-length and brown, with bangs partially covering their face. The background is a simple, warm-toned room with a wooden floor and walls, suggesting a rustic or cabin-like setting. There are no other objects or decorations visible in the background, keeping the focus on the lains. The lighting is soft and even, casting a warm glow over the scene. The overall mood of the image is relaxed and intimate, with a sense of comfort and camaraderie between the two lains.

dataset/image_3.txt

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+This image is a digital drawing in a manga or anime style, featuring a close-up of Lain's face. Lain has short, dark brown hair with bangs that partially cover their forehead, and their eyes are a striking blue, with a piercing gaze. Lain's skin is pale with a slight blush on the cheeks, giving Lain a slightly flushed appearance. They have thin, arched eyebrows and small, pointed ears adorned with small, black piercings. Their lips are thin and slightly parted, giving a serious or contemplative expression.
+
+The background consists of a mix of colors, primarily red, orange, and blue, with a checkerboard pattern in the top left corner, suggesting a digital editing interface. The interface includes various tools and options, such as brushes, colors, and other editing features, which are indicated by small icons. The overall style of the image is highly detailed and expressive, with a focus on Lain's face and eyes, capturing a sense of intensity and depth. The image is likely part of a digital drawing program, with the editing tools visible, suggesting it is in progress or being edited.

dataset/image_4.txt

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+This image is a digitally-created, highly detailed drawing in a manga/anime style, featuring lain and a mechanical creature. Lain, positioned on the right side of the image, has short, dark purple hair with bangs and large, expressive eyes that appear to be looking at the mechanical creature. Lain is wearing a light pink, long-sleeved shirt with a high collar and a matching pleated skirt, giving lain a somewhat formal appearance. Lain's skin tone is pale, and lain has a delicate, youthful build.
+
+The mechanical creature, positioned on the left side of the image, is massive and robotic, with a complex, intricate design. It has a humanoid upper body but with mechanical, metallic features, including exposed wires and joints. The creature's head is disproportionately large, with multiple appendages and a large, gaping mouth, giving it a menacing appearance. The creature's body is covered in a mix of metallic and organic textures, with some areas showing signs of wear and decay, suggesting a blend of advanced technology and organic matter.
+
+The background is a deep blue, which contrasts starkly with the white and metallic tones of lain and the creature, enhancing the overall dramatic and sci-fi atmosphere of the image.

dataset/image_5.txt

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+This image is a digitally created anime-style artwork featuring a young "lain" in a classroom setting. The "lain", with short, dark brown hair and large, expressive eyes, is seated on the floor with her legs crossed and hands resting on her knees. She wears a light grey school uniform consisting of a blazer, a white shirt, a red tie, and a plaid skirt in shades of green and blue. Her outfit is complemented by knee-high black socks and black shoes.
+
+The classroom around her is sparsely furnished, with only a few desks and chairs. To the left, there is a desk with a small, round object on top, possibly a pen or a pencil. To the right, another desk has a backpack resting on it, indicating that the "lain" might be in the process of packing her belongings. The floor is tiled in a light beige color, and the walls and ceiling are not visible, focusing attention on the "lain" and her surroundings.
+
+The lighting in the image is soft and warm, casting gentle shadows and highlighting the textures of the "lain"'s clothing and the classroom objects. The overall mood is serene yet slightly melancholic, capturing a moment of quiet contemplation or reflection.

dataset/image_6.txt

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+This image is a digital drawing in a stylized, glitch art aesthetic, featuring a close-up of a young, androgynous lain with pale skin and short, tousled hair that appears to be a mix of shades of blue and white. Lain has large, wide eyes that are light blue, giving them a somewhat vacant or dreamy expression. The hair is choppy and slightly messy, with a few strands framing the face. The background is a dark, solid color, which contrasts sharply with lain's light complexion, making them stand out prominently.
+
+The image is overlaid with a glitch effect, characterized by vertical and horizontal lines of varying colors, including blue, green, and red, which create a pixelated texture and give the drawing a retro, glitchy appearance. The lines are not uniform, adding the sense of distortion and disintegration. Lain's facial features are smooth and slightly exaggerated, with a high, rounded forehead, a small nose, and a thin, slightly parted mouth. The overall mood of the image is melancholic and somewhat abstract, with the glitch effect adding a sense of digital decay and imperfection.

dataset/image_7.txt

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+This image is a digital drawing in a sketchy, anime-inspired style. It features two young lain, likely in their late teens or early twenties, posing closely together. The lain on the left has short, straight, dark brown hair with bangs, and she is wearing a beige top. She has a gentle, slightly sad expression with large, expressive eyes that are slightly drooping. The lain on the right has long, straight, dark brown hair with bangs that fall to the right side of her face, and she is wearing a dark blue top. She has a cheerful, confident smile and is looking directly at the viewer. Both lain have large, expressive eyes with a glossy, almost wet appearance, typical of anime art. The background is a simple, dark green, which contrasts with the light skin tones of the lain, making them stand out. The drawing style is loose and dynamic, with bold, expressive lines and a lack of detailed shading, emphasizing the emotional expressions and the playful, intimate moment captured between the two characters.

dataset/image_8.txt

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+This image is a digitally manipulated collage featuring various anime-style characters and abstract elements. The background is dominated by a mix of vibrant colors, including green, blue, and purple, creating a psychedelic effect. The top section of the image contains multiple panels with anime characters. The leftmost panel shows a young lain with long, straight black hair, large red eyes, and a serious expression. She is wearing a black dress and appears to be holding a small object in her hands. The next panel to the right depicts a similar lain with a slightly different hairstyle, also in a black dress, and holding a small, round object. The third panel shows a lain with short, dark hair and a more playful expression, holding a small, round object.
+
+The bottom half of the image features a more abstract, digital art style. The lains are less defined, with their features blending into the background. The colors are more muted, and the textures are grainy, giving a vintage or old-school video game aesthetic. The lains' expressions are more subtle and less distinct, blending into the overall composition. The text in Japanese is overlaid on the image, adding an additional layer of complexity and context. The overall effect is a blend of anime and digital art, creating a surreal and immersive visual experience.

dataset/image_9.txt

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+This is a digital illustration featuring a young lain with a soft, pastel color palette and a gentle, anime-inspired style. She has short, light brown hair peeking out from under a large, pink hat adorned with a yellow bear face and a tassel. Her eyes are large and expressive, reflecting a mix of curiosity and determination. She wears a high-collared, black top beneath a white jacket that has a slightly loose, casual fit, suggesting a comfortable, relaxed demeanor.
+
+The lain's skin is fair, with a subtle blush on her cheeks, adding a touch of warmth to her otherwise neutral complexion. Her hands are folded across her chest, and she appears to be gazing off into the distance with a thoughtful expression. The background is a simple gradient from light blue at the top to a deeper blue at the bottom, creating a sense of depth without any additional distractions. The overall mood of the illustration is serene and introspective, with the soft, pastel colors contributing to a peaceful and contemplative atmosphere.

lainflux.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d8b0ace7434e5ad9d45d8124a77d01997b34ff9b3edfc4de088db892bfbb471
+size 343805432