| job: custom_job |
| config: |
| name: flux_train_replicate |
| process: |
| - type: custom_sd_trainer |
| training_folder: output |
| device: cuda:0 |
| trigger_word: MRSDN |
| network: |
| type: lora |
| linear: 16 |
| linear_alpha: 16 |
| save: |
| dtype: float16 |
| save_every: 100 |
| max_step_saves_to_keep: 1 |
| datasets: |
| - folder_path: input_images |
| caption_ext: txt |
| caption_dropout_rate: 0.1 |
| shuffle_tokens: false |
| cache_latents_to_disk: false |
| cache_latents: true |
| resolution: |
| - 512 |
| - 768 |
| - 1024 |
| train: |
| batch_size: 1 |
| steps: 2000 |
| gradient_accumulation_steps: 1 |
| train_unet: true |
| train_text_encoder: false |
| content_or_style: balanced |
| gradient_checkpointing: true |
| noise_scheduler: flowmatch |
| optimizer: adamw8bit |
| lr: 0.0004 |
| ema_config: |
| use_ema: true |
| ema_decay: 0.99 |
| dtype: bf16 |
| model: |
| name_or_path: FLUX.1-dev |
| is_flux: true |
| quantize: true |
| sample: |
| sampler: flowmatch |
| sample_every: 100 |
| width: 1024 |
| height: 1024 |
| prompts: |
| - In the style of MRSDN, A rocky Maine coastline with bold, geometric shapes |
| representing cliffs and waves. Strong colors and simplified forms dominate |
| the composition. |
| - '' |
| - In the style of MRSDN, An abstract composition inspired by Berlin's urban |
| life. Fragmented shapes, numbers, and symbols arranged in a Cubist-influenced |
| style. |
| - '' |
| - In the style of MRSDN, A still life of flowers in a vase, rendered with thick |
| brushstrokes and vibrant, non-naturalistic colors. Simplified forms show Cubist |
| influence. |
| - '' |
| - In the style of MRSDN, A stark New Mexico landscape with stylized mountains |
| and desert flora. Bold outlines and earthy colors capture the essence of the |
| Southwest. |
| - '' |
| - In the style of MRSDN, A portrait of a WWI German soldier, composed of geometric |
| shapes and military symbols. Strong, emotive use of color and form. |
| - '' |
| - In the style of MRSDN, Mount Katahdin in Maine, depicted with sharp angles |
| and bold colors. The landscape is reduced to its essential forms, emphasizing |
| its rugged nature. |
| - '' |
| - In the style of MRSDN, Modern New York skyscrapers rendered in Hartley's style. |
| Geometric shapes and bold colors create a dynamic urban composition. |
| - '' |
| - In the style of MRSDN, An orbiting space station viewed through a Modernist |
| lens. Fragmented forms and symbolic elements represent the futuristic structure. |
| - '' |
| - In the style of MRSDN, An electric car charging station, depicted with Cubist-inspired |
| fragmentation. Bold colors and geometric shapes represent energy and technology. |
| - '' |
| - In the style of MRSDN, A composition of social media icons and symbols, arranged |
| in a Modernist style reminiscent of Hartley's German officer paintings. |
| - '' |
| - In the style of MRSDN, An abstract representation of climate change, using |
| Hartley's bold style to depict melting ice caps, rising seas, and changing |
| weather patterns. |
| - '' |
| - In the style of MRSDN, A person wearing a VR headset, surrounded by fragmented, |
| Cubist-inspired virtual elements. Bold colors and geometric forms dominate |
| the composition. |
| - '' |
| - In the style of MRSDN, hamster |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 3.5 |
| sample_steps: 28 |
| meta: |
| name: flux_train_replicate |
| version: '1.0' |
|
|
