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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 = 'D:\pinokio\api\fluxgym.git\datasets\juice-orb'
+  class_tokens = '0rb'
+  num_repeats = 10

juice-orb-000004.safetensors

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+oid sha256:3867f2f2aeabd44370ac98be8b9d673183586fad3bee3cca0b8b164dfabebb02
+size 36346588

juice-orb-000008.safetensors

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+oid sha256:57d920adc3b47a1b74ab9cecdc5b050b3cf0e5cb11befbbe7a4f7ff5222da0bb
+size 36346588

juice-orb-000012.safetensors

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+oid sha256:0f7b9daeb33ddeea9223f0576881a7e6a88c76848acdcaaa83a47c63ffdecf44
+size 36346588

juice-orb-000016.safetensors

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+oid sha256:9d696748fa375f16af8051cdb36cbb09faddc61e19922fed5434fb0fccf0311c
+size 36346588

juice-orb.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3c09a1b31689afc7fc153c8081ab5ae4c373332f9db548b36f78d4cce9efb28f
+size 36346588

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 "D:\pinokio\api\fluxgym.git\models\unet\flux1-dev.sft" ^
+  --clip_l "D:\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "D:\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "D:\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 8 ^
+  --optimizer_type adafactor ^
+  --optimizer_args "relative_step=False" "scale_parameter=False" "warmup_init=False" ^
+  --split_mode ^
+  --network_args "train_blocks=single" ^
+  --lr_scheduler constant_with_warmup ^
+  --max_grad_norm 0.0 ^--sample_prompts="D:\pinokio\api\fluxgym.git\outputs\juice-orb\sample_prompts.txt" --sample_every_n_steps="150" ^
+  --learning_rate 6e-4 ^
+  --cache_text_encoder_outputs ^
+  --cache_text_encoder_outputs_to_disk ^
+  --fp8_base ^
+  --highvram ^
+  --max_train_epochs 20 ^
+  --save_every_n_epochs 4 ^
+  --dataset_config "D:\pinokio\api\fluxgym.git\outputs\juice-orb\dataset.toml" ^
+  --output_dir "D:\pinokio\api\fluxgym.git\outputs\juice-orb" ^
+  --output_name juice-orb ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^