| 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 | |