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README.md

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+---
+tags:
+- text-to-image
+- fluxlora
+- diffusers
+- template:sd-lora
+widget:
+-   output:
+        url: samples/1726717914239__000003000_0.jpg
+    text: This image is a bright, cartoon-style digital illustration. It features
+        a simplified character of a person with large, rounded eyes, smooth skin,
+        and exaggerated facial features, giving it a playful and humorous vibe. The
+        person has curly brown hair, stylized in a consistent pattern, and wears a
+        bright purple shirt. Their facial expression is slightly quirky, with a small,
+        tilted smile and raised eyebrows, adding to the playful tone. Surrounding
+        the person's head are five vibrant hummingbirds, depicted with outstretched
+        wings in different flying positions. Each bird has bright green feathers with
+        blue accents, and thin, pointed beaks, which are characteristic of hummingbirds.
+        The wings have a gradient effect, transitioning from blue to gray, giving
+        the impression of light and movement. The birds' small red eyes and slender
+        bodies are also detailed, complementing the overall stylized look. The background
+        is simple and white, which keeps the focus on the central figure and the birds.
+        The art style is clean, with smooth, solid colors and no visible outlines,
+        typical of vector art. The image is highly symmetrical, creating a balanced
+        and visually appealing composition. This style is common in modern digital
+        illustrations designed for lighthearted, fun contexts.
+base_model: black-forest-labs/FLUX.1-dev
+
+license: other
+license_name: flux-1-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+---
+# flux_dev_tosti_vector_without_captions
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit) under the [Glif Loradex program](https://huggingface.co/glif-loradex-trainer) by [Glif](https://glif.app) user `tostiok`.
+<Gallery />
+## Trigger words
+No trigger words defined.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/tostiok_flux_dev_tosti_vector_without_captions/tree/main) them in the Files & versions tab.
+
+## License
+This model is licensed under the [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
+

config.yaml

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+config:
+  name: flux_dev_tosti_vector_without_captions
+  process:
+  - datasets:
+    - cache_latents_to_disk: true
+      caption_dropout_rate: 0.2
+      caption_ext: txt
+      folder_path: /root/lorahub/flux_dev_tosti_vector_without_captions/dataset
+      resolution:
+      - 512
+      - 768
+      - 1024
+      shuffle_tokens: false
+      token_dropout_rate: 0.01
+    device: cuda:0
+    model:
+      is_flux: true
+      name_or_path: black-forest-labs/FLUX.1-dev
+      quantize: true
+      text_encoder_bits: 8
+    network:
+      linear: 42
+      linear_alpha: 42
+      transformer_only: true
+      type: lora
+    performance_log_every: 500
+    sample:
+      height: 1024
+      neg: ''
+      prompts:
+      - This image is a bright, cartoon-style digital illustration. It features a
+        simplified character of a person with large, rounded eyes, smooth skin, and
+        exaggerated facial features, giving it a playful and humorous vibe. The person
+        has curly brown hair, stylized in a consistent pattern, and wears a bright
+        purple shirt. Their facial expression is slightly quirky, with a small, tilted
+        smile and raised eyebrows, adding to the playful tone. Surrounding the person's
+        head are five vibrant hummingbirds, depicted with outstretched wings in different
+        flying positions. Each bird has bright green feathers with blue accents, and
+        thin, pointed beaks, which are characteristic of hummingbirds. The wings have
+        a gradient effect, transitioning from blue to gray, giving the impression
+        of light and movement. The birds' small red eyes and slender bodies are also
+        detailed, complementing the overall stylized look. The background is simple
+        and white, which keeps the focus on the central figure and the birds. The
+        art style is clean, with smooth, solid colors and no visible outlines, typical
+        of vector art. The image is highly symmetrical, creating a balanced and visually
+        appealing composition. This style is common in modern digital illustrations
+        designed for lighthearted, fun contexts.
+      - This is a digital cartoon illustration that portrays a character reminiscent
+        of a horror or dark fantasy figure. The central figure is a pale, human-like
+        face with an eerie, menacing expression. The character's skin is stark white,
+        creating a ghostly appearance, and is crisscrossed with red lines forming
+        a grid pattern on the head. At each intersection of the grid, there are metal
+        nails or pins, all protruding outward in a symmetrical fashion, emphasizing
+        a mechanical or tortured aesthetic. The eyes are dark and sunken with heavy,
+        dark red and black shading around them, creating an ominous stare. The character's
+        mouth is open, revealing sharp teeth with a distinct gap between the top and
+        bottom sets, further adding to the unsettling look. The nose is thin, with
+        blue-tinted shadows around it, enhancing the cold, inhuman feel of the face.
+        The figure is dressed in black, with only the high collar visible, further
+        isolating the attention on the face and head. The background is a gradient
+        of dark gray to black, which contributes to the foreboding tone of the image.
+        The overall style uses clean, solid lines and smooth gradients, typical of
+        modern vector art, but the subject matter and atmosphere are much darker and
+        gothic compared to typical cartoon illustrations.The image draws upon visual
+        cues from horror characters, using sharp contrast, exaggerated facial features,
+        and symmetrical patterns to evoke unease. The pins and grid pattern across
+        the head give it a painful and torturous look, likely referencing themes of
+        body modification or mechanical horror.
+      - "This is a colorful and exaggerated digital cartoon illustration of a woman\
+        \ with a dramatic and expressive facial expression. The character's large,\
+        \ bright green eyes are wide open, with heavy, long eyelashes that are stylized\
+        \ to the point of being almost comical. The eye makeup is bold, featuring\
+        \ light green eyeshadow that contrasts with the vibrant yellow-green irises.\
+        \ Her eyebrows are thick and arched in a way that adds to the intense expression.\
+        \ Her mouth is open wide, revealing bright white teeth, a red tongue, and\
+        \ exaggerated lips painted in glossy pink, suggesting that she's either screaming\
+        \ or shouting in surprise. Her rosy cheeks and the deep lines on her forehead\
+        \ further emphasize the animated emotion of shock or fear. The woman's hair\
+        \ is voluminous and pure white, styled in large, flowing waves that frame\
+        \ her face. The hair has a sharp, graphic quality, with defined highlights\
+        \ and shadows that enhance its thickness and give it a dynamic appearance.\
+        \ Her skin tone is a vibrant orange-tan, giving her a sun-kissed or possibly\
+        \ artificial look, consistent with the exaggerated style of the image. Her\
+        \ shoulders and upper chest are visible, drawn with similarly smooth shading\
+        \ to give a sense of muscle or form, though there\u2019s no detail beyond\
+        \ the neck. The background is a solid dark blue, which contrasts sharply with\
+        \ the bright and bold colors of the figure, making her stand out. The overall\
+        \ style is highly exaggerated and graphic, typical of pop art or caricature,\
+        \ with an emphasis on bold colors, sharp contrasts, and overstated features\
+        \ to evoke a larger-than-life presence. The image feels playful and theatrical,\
+        \ with a sense of drama conveyed through the character's wide-open eyes and\
+        \ mouth."
+      - his digital cartoon illustration features a male character with a neutral
+        expression. He is wearing a black helmet with two visible ventilation holes
+        on top and a white logo resembling a cluster of circles. The helmet has chin
+        straps on both sides, secured with buckles, adding a protective, sporty look.
+        The man has glasses with rectangular frames, clear brown eyes, and a neatly
+        trimmed beard and mustache, which frame his face symmetrically. His hair,
+        partially visible under the helmet, is black and straight. The character wears
+        a black shirt with a pointed collar, and a small part of a white undershirt
+        is visible at the neckline, adding contrast to his dark outfit. His eyebrows
+        are arched slightly, giving him a calm, thoughtful appearance. The background
+        is a solid, bright yellow, which contrasts sharply with the black and dark
+        tones of his helmet, beard, and clothing, making the character stand out prominently.
+        The illustration uses smooth shading and bold, clean lines, typical of vector
+        art. The overall tone is modern, simple, and slightly playful due to the bright
+        background and clean design elements.
+      - "This is a cartoon-style digital illustration of a character with a comical\
+        \ fusion of a chimpanzee\u2019s head and a human body. The chimpanzee's face\
+        \ is prominently featured, with exaggerated proportions for humor. Its large,\
+        \ open mouth reveals pink gums, a long, wide tongue hanging out, and a few\
+        \ cartoonishly exaggerated white teeth, giving it a goofy and playful appearance.\
+        \ The chimp's small, round orange eyes have a curious and slightly mischievous\
+        \ look, and the nostrils are depicted as small, dark circles above the mouth.\
+        \ The ears are large and protrude from both sides of the head, adding to the\
+        \ humorous, caricature-like design. The character wears a formal black suit\
+        \ with a white shirt and a black tie, contrasting sharply with the animalistic\
+        \ head. This creates a humorous juxtaposition between the sophisticated human\
+        \ attire and the chimpanzee face. The background is a solid, deep purple,\
+        \ which complements the brown tones of the chimp\u2019s fur and the black\
+        \ suit, making the character pop visually. The illustration is done in a clean,\
+        \ vector art style, with smooth shading and bold lines. The overall tone is\
+        \ playful and surreal, combining elements of both human and animal features\
+        \ in a whimsical and exaggerated manner."
+      - This is a playful digital cartoon illustration featuring a young boy and a
+        white cat. The boy has a cheerful expression, with wide brown eyes and an
+        open mouth, showing his teeth in a happy, excited manner. His brown hair is
+        short and styled with a slightly angular cut, with a lighter patch of brown
+        forming a beard along his jawline. He is wearing a bright orange long-sleeved
+        shirt, which contrasts nicely against the green background. The white cat
+        is nestled closely against the boy, with its front paws affectionately draped
+        over his shoulder as though it's hugging him. The cat's large yellow eyes,
+        with narrow, black vertical pupils, give it a curious yet calm expression.
+        Its ears are pointed, and its pink nose and whiskers are drawn simply but
+        add to its cute, friendly appearance. The background is a solid green, which
+        provides a clean, colorful backdrop that allows the figures of the boy and
+        cat to stand out. The illustration is rendered in a modern, vector art style,
+        characterized by bold lines, smooth shapes, and vibrant colors, giving it
+        a fun and lively feel. The interaction between the boy and the cat suggests
+        a strong bond, adding warmth and charm to the image.
+      sample_every: 500
+      sample_steps: 25
+      sampler: flowmatch
+      seed: 42
+      walk_seed: true
+      width: 1024
+    save:
+      dtype: float16
+      max_step_saves_to_keep: 3
+      save_every: 500
+      save_format: diffusers
+    train:
+      batch_size: 1
+      dtype: bf16
+      ema_config:
+        ema_decay: 0.99
+        use_ema: true
+      gradient_accumulation_steps: 1
+      gradient_checkpointing: true
+      linear_timesteps: true
+      loss_type: mse
+      lr: 0.0002
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      reg_weight: 1.0
+      steps: 3000
+      target_noise_multiplier: 1.0
+      train_text_encoder: false
+      train_unet: true
+    training_folder: /root/lorahub
+    trigger_word: ''
+    type: sd_trainer
+job: extension
+meta:
+  description: This training does not use captions

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