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config: |
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name: flux_dev_pastel_diary_v1 |
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process: |
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- datasets: |
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- cache_latents_to_disk: true |
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caption_dropout_rate: 0.2 |
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caption_ext: txt |
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folder_path: /root/lorahub/flux_dev_pastel_diary_v1/dataset |
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resolution: |
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- 512 |
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- 768 |
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- 1024 |
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shuffle_tokens: false |
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token_dropout_rate: 0.01 |
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device: cuda:0 |
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model: |
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is_flux: true |
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name_or_path: black-forest-labs/FLUX.1-dev |
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quantize: true |
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text_encoder_bits: 8 |
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network: |
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linear: 42 |
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linear_alpha: 42 |
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transformer_only: true |
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type: lora |
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performance_log_every: 500 |
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sample: |
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height: 1024 |
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neg: '' |
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prompts: |
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- ' [trigger]' |
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- a joker with text Glif App [trigger] |
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- A diary page with a woman and text Nostalgic memories of cherry blossom [trigger] |
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- a wojak with text Taxi service available [trigger] |
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- An ugly wojak writing on paper that reads Humanoids Deploy in Antarctica [trigger] |
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- A diary cover of a man meditating and text above Yoga rge solution [trigger] |
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sample_every: 500 |
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sample_steps: 25 |
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sampler: flowmatch |
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seed: 42 |
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walk_seed: true |
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width: 1024 |
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save: |
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dtype: float16 |
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max_step_saves_to_keep: 3 |
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save_every: 500 |
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save_format: diffusers |
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train: |
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batch_size: 1 |
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dtype: bf16 |
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ema_config: |
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ema_decay: 0.99 |
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use_ema: true |
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gradient_accumulation_steps: 1 |
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gradient_checkpointing: true |
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linear_timesteps: true |
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loss_type: mse |
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lr: 0.0002 |
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noise_scheduler: flowmatch |
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optimizer: adamw8bit |
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reg_weight: 1.0 |
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steps: 3000 |
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target_noise_multiplier: 1.0 |
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train_text_encoder: false |
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train_unet: true |
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training_folder: /root/lorahub |
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trigger_word: swap_pastel , aesthetic diary page , cute minimal illustration style, |
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soft gradients |
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type: sd_trainer |
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job: extension |
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meta: |
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description: This LoRA was trained using a cohesive set of minimalist illustration |
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artworks featuring a consistent style with soft gradients, pastel colors (predominantly |
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pink, blue, green, and purple), and simple character designs. The training set |
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includes both character portraits and silhouettes, featuring elements like chibi-style |
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faces, sparkle effects, cloud motifs, and clean linework. The dataset combines |
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cheerful character expressions, skeleton art, and simple figure silhouettes against |
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solid backgrounds, making it particularly effective for generating cute minimal |
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illustrations, app icons, profile pictures, and simple character designs. The |
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style maintains a consistent aesthetic across different subjects, from detailed |
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faces to simple holding-sign poses, with a characteristic mix of pastel backgrounds |
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and gentle lighting effects. This LoRA works best with prompts requesting minimal, |
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cute, modern illustration styles with anime influences. |
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