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dataset.toml

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+[general]
+shuffle_caption = false
+caption_extension = '.txt'
+keep_tokens = 1
+
+[[datasets]]
+resolution = 1024
+batch_size = 1
+keep_tokens = 1
+
+  [[datasets.subsets]]
+  image_dir = '/app/fluxgym/datasets/marcio-test-3'
+  class_tokens = 'MARCIO'
+  num_repeats = 12

marcio-test-3-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:751acd80b28ea223d5a131a0c6efc1765717eda0f2b209adaf1e7ee96f4609a1
+size 317077080

marcio-test-3-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:aaa8c5fa90218abf09e0140eca01ca81282c5466648c76fe8a637458c6253065
+size 317077080

marcio-test-3-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:bd70e75f735981ddbf3ccd414a71386065481f55925d79176d42e852bd223464
+size 317077080

marcio-test-3-000016.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:30fea1930210f6b2a41969131df6580f518db275966bccdbe83f30c269d647d7
+size 317077080

marcio-test-3-000020.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:af566fa47cf53944cd5190474fa5eeb9a93f0dcdffdedb79b43c5fb71196ff85
+size 317077080

sample_prompts.txt

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+MARCIO

train.sh

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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 "/app/fluxgym/models/unet/flux1-dev.sft" \
+  --clip_l "/app/fluxgym/models/clip/clip_l.safetensors" \
+  --t5xxl "/app/fluxgym/models/clip/t5xxl_fp16.safetensors" \
+  --ae "/app/fluxgym/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 32 \
+  --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/marcio-test-3/sample_prompts.txt" --sample_every_n_steps="100" \
+  --learning_rate 3e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 25 \
+  --save_every_n_epochs 4 \
+  --dataset_config "/app/fluxgym/outputs/marcio-test-3/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/marcio-test-3" \
+  --output_name marcio-test-3 \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 3.5 \
+  --loss_type l2 \
+  --flip_aug \
+  --full_bf16 \
+  --noise_offset 0.1 \
+  --train_batch_size 6