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dataset.toml

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+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 512
+batch_size = 1
+keep_tokens = 1
+
+ [[datasets.subsets]]
+ image_dir = 'C:\Users\micha\pinokio\api\fluxgym.git\datasets\youngkollegah'
+ class_tokens = 'K0lleg4h08 person'
+ num_repeats = 15

sample_prompts.txt

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+K0lleg4h08 person is a body builder --d 42
+K0lleg4h08 person looking like a pimp in the redlight with a furcoat --d 42
+K0lleg4h08 person holding a bag full of weed infront a sign saying "Maastricht"

train.bat

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+accelerate launch ^
+ --mixed_precision bf16 ^
+ --num_cpu_threads_per_process 1 ^
+ sd-scripts/flux_train_network.py ^
+ --pretrained_model_name_or_path "C:\Users\micha\pinokio\api\fluxgym.git\models\unet\flux1-dev.sft" ^
+ --clip_l "C:\Users\micha\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+ --t5xxl "C:\Users\micha\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+ --ae "C:\Users\micha\pinokio\api\fluxgym.git\models\vae\ae.sft" ^
+ --cache_latents_to_disk ^
+ --save_model_as safetensors ^
+ --sdpa --persistent_data_loader_workers ^
+ --max_data_loader_n_workers 2 ^
+ --seed 42 ^
+ --gradient_checkpointing ^
+ --mixed_precision bf16 ^
+ --save_precision bf16 ^
+ --network_module networks.lora_flux ^
+ --network_dim 4 ^
+ --optimizer_type adafactor ^
+ --optimizer_args "relative_step=False" "scale_parameter=False" "warmup_init=False" ^
+ --lr_scheduler constant_with_warmup ^
+ --max_grad_norm 0.0 ^
+ --learning_rate 8e-4 ^
+ --cache_text_encoder_outputs ^
+ --cache_text_encoder_outputs_to_disk ^
+ --fp8_base ^
+ --highvram ^
+ --max_train_epochs 16 ^
+ --save_every_n_epochs 4 ^
+ --dataset_config "C:\Users\micha\pinokio\api\fluxgym.git\outputs\youngkollegah\dataset.toml" ^
+ --output_dir "C:\Users\micha\pinokio\api\fluxgym.git\outputs\youngkollegah" ^
+ --output_name youngkollegah ^
+ --timestep_sampling shift ^
+ --discrete_flow_shift 3.1582 ^
+ --model_prediction_type raw ^
+ --guidance_scale 1 ^
+ --loss_type l2 ^
+ --save_state ^
+ --save_state_on_train_end

youngkollegah-000004-state/model.safetensors

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