File size: 3,645 Bytes
ad4e7b1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 |
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'
|