| job: extension | |
| config: | |
| name: flux_1_dev_wikiart_impressionism_v2 | |
| process: | |
| - type: sd_trainer | |
| training_folder: /content/output | |
| device: cuda:0 | |
| network: | |
| type: lora | |
| linear: 16 | |
| linear_alpha: 16 | |
| save: | |
| dtype: float16 | |
| save_every: 250 | |
| max_step_saves_to_keep: 10 | |
| datasets: | |
| - folder_path: /content/dataset | |
| caption_ext: txt | |
| caption_dropout_rate: 0.05 | |
| shuffle_tokens: true | |
| cache_latents_to_disk: true | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 1 | |
| steps: 1000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| content_or_style: balanced | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| lr: 0.0001 | |
| ema_config: | |
| use_ema: false | |
| 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: 100 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - An impressionist painting portrays a vast landscape with gently rolling hills | |
| under a radiant sky. Clusters of autumn trees dot the scene, rendered with | |
| loose, expressive brushstrokes and a palette of warm oranges, deep greens, | |
| and soft blues, creating a sense of tranquil, natural beauty. | |
| - "An impressionist portrait captures the delicate expression of a woman bathed\ | |
| \ in soft, natural light. The artist employs bold, yet subtle brushstrokes\ | |
| \ to emphasize the subject\u2019s serene features and gentle contours, all\ | |
| \ set against a background of softly blended pastel tones that evoke introspection\ | |
| \ and grace." | |
| - An impressionist painting depicts a lively urban scene where a row of quaint | |
| cafe terraces lines a bustling street. The dynamic brushstrokes and vibrant | |
| splashes of color capture the interplay of sunlight and shadows on the cityscape, | |
| hinting at the rhythm of urban life and the charm of everyday moments. | |
| - An impressionist still life showcases a harmonious arrangement of fresh flowers | |
| and classic tableware. The interplay of light and shadow is rendered through | |
| loose, fluid brushstrokes and a carefully chosen palette, highlighting delicate | |
| textures and vibrant hues that evoke the transient beauty of everyday objects. | |
| neg: '' | |
| seed: 1337 | |
| walk_seed: true | |
| guidance_scale: 4 | |
| sample_steps: 20 | |
| meta: | |
| name: flux_1_dev_wikiart_impressionism_v2 | |
| version: '1.0' | |