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@@ -33,3 +33,39 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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.ipynb_checkpoints/sample_prompts-checkpoint.txt

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+Sof1e A woman stands outside in the rain wearing rain gear.
+Sof1e A woman on a bicycle wearing sportswear.
+Sof1e A woman sleeps in a bed, wearing nightwear.
+Sof1e A woman wearing a loose-fitting V-neck cowl crop top.

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/sof1e'
+  class_tokens = 'Sof1e'
+  num_repeats = 10

sample_prompts.txt

@@ -0,0 +1,4 @@
+Sof1e A woman stands outside in the rain wearing rain gear.
+Sof1e A woman on a bicycle wearing sportswear.
+Sof1e A woman sleeps in a bed, wearing nightwear.
+Sof1e A woman wearing a loose-fitting V-neck cowl crop top.

sof1e-000002.safetensors

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sof1e-000004.safetensors

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sof1e-000006.safetensors

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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 4 \
+  --optimizer_type adamw8bit \--sample_prompts="/app/fluxgym/outputs/sof1e/sample_prompts.txt" --sample_every_n_steps="140" \
+  --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 2 \
+  --dataset_config "/app/fluxgym/outputs/sof1e/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/sof1e" \
+  --output_name sof1e \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \
+  --enable_bucket