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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\mr-krabs'
+  class_tokens = 'KR4BS'
+  num_repeats = 8

mr-krabs-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1b74e048bfc73d8188227272c0481bc6b1554ac731ac714ce99ab446e4f78bd8
+size 39760808

mr-krabs-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5b4184c8291425760b1c9fea30d9586db20fa458ea4610422f023e4f77fb2002
+size 39760808

mr-krabs-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:348b13756435156465ac3b0b2525ae81df8d704ece4e88d4d3ae21a85ac64141
+size 39760808

mr-krabs.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1fe077fbcde30f638f641d6d43da63d2d446390fd231ce111bf3516007552dd0
+size 39760808

sample_prompts.txt

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+KR4BS infront a car --d 42
+KR4BS is riding a bike --d 42
+KR4BS is a rock star --d 42

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\bdsqlsz\flux1-dev2pro-single\flux1-dev2pro.safetensors" ^
+  --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\mr-krabs\dataset.toml" ^
+  --output_dir "C:\Users\micha\pinokio\api\fluxgym.git\outputs\mr-krabs" ^
+  --output_name mr-krabs ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^