Text-to-Image
Diffusers
template:sd-lora
flux
lora
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config:
name: Pulp_collage
process:
- datasets:
- cache_latents_to_disk: true
caption_dropout_rate: 0.2
caption_ext: txt
folder_path: /root/lorahub/flux-dev/Pulp_collage/dataset
resolution:
- 1024
shuffle_tokens: true
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: 64
linear_alpha: 64
transformer_only: true
type: lora
performance_log_every: 500
sample:
guidance_scale: 3.5
height: 1024
neg: ''
prompts:
- A sad rusty blue robot crying in the rain [rentler]
- a beautiful woman hugging a fluffy bunny [rentler]
- Spider-Man above skull pile, precise limited palette of muted salmon pink,
deep teal, gray halftone textures, vintage screen-printed color separation
technique [Rentler]
- Adorable terrifying tentacled creature with large round eyes and soft fur,
emerging from cosmic void filled with floating eyeballs and spiral galaxies,
gritty collage style with cut-and-paste astronomy imagery [Rentler]
- Cat with human skull markings on fur pattern, sitting among scattered bone
fragments and vintage veterinary charts, limited grayscale palette with salmon
pink accents, rough screen-printed texture [rentler]
- Circular sticker design featuring faceless figure in white hooded robe with
black diagonal sash, wearing smooth chrome reflective mask that mirrors surrounding
environment, carrying ornate copper steampunk scythe with visible gears and
steam pipes, vintage collage background elements with halftone texture, thick
black outline border with distressed paper aesthetic [rentler]
sample_every: 500
sample_steps: 25
sampler: flowmatch
seed: 777
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: 0.5
noise_scheduler: flowmatch
optimizer: prodigy
reg_weight: 0.5
steps: 3000
target_noise_multiplier: 1
train_text_encoder: false
train_unet: true
training_folder: /root/lorahub/flux-dev
trigger_word: rentler
type: loradex_trainer
job: extension
meta:
description: vintage pulp photocopied collage style