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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- fluxgym
+widget:
+-   output:
+        url: sample/oilyart-lora_001480_00_20241105203845.png
+    text: In the style of oilyart_lora. In a dark gloomy fantasy world filled with
+        floating bounders covered in green and red moss, stands a beautiful woman
+        with long white hair. She is surrounded by glowing magical orbs that swirl
+        throughout the night air. She wears a short pleated skirt and black tank-top.
+        Her stockings and leather boots place her firmly on the dirt path below her.
+        Her dazzling green eyes pierce the night air as she stares at the viewer.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: oilyart_lora
+license: other
+license_name: flux-1-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+---
+
+# oilyart_lora
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `oilyart_lora` to trigger the image generation.
+
+## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.
+
+Weights for this model are available in Safetensors format.
+

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 = '/app/fluxgym/datasets/oilyart-lora'
+  class_tokens = 'oilyart_lora'
+  num_repeats = 1

oilyart-lora-000002.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4b05b798ef0900fe1b2f174d2b2b09e230126ec9568a09f39e05c53a3fd668fd
+size 39757160

oilyart-lora-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:89142e6e82bc4fa20c895cc689557fbf528df699af42df2d2337082415a34b04
+size 39757160

oilyart-lora-000006.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9bcda926d5e2a761a0571699f06c36b5924d9b9c48aa65a354e3b94cd039de12
+size 39757160

oilyart-lora-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0a0ade0e7997a4aa3b43c791bdf405f07bf1ccec56c11569363b2eb2e9029415
+size 39757160

oilyart-lora-000010.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c995545c33b04d8339ed164f5c370b2a0f17c987568b980bbff0bb0a8aae3953
+size 39757160

oilyart-lora-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0b956b1daf0544eef1d26f29a6da04dc41f47c2456ccfbd9c5bc711817f31b7b
+size 39757160

oilyart-lora-000014.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1e1c0f43f896368f7573fece620a75ff40eeb0ffab0e713f119cb75e6935d799
+size 39757160

oilyart-lora-000016.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:500c5e4488fe810a6e79f7f74ccaddc080edee7eaa5828b8f1f447a439fe72f7
+size 39757160

oilyart-lora-000018.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6261518ce25c3279d5b60391d9bc723b24629f53012d2ac2ede85d0872067f8c
+size 39757160

oilyart-lora.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5b822f3f71e575747894d0f35adc639b449e06c2f37beb4c770eff8fa0bad14c
+size 39757160

sample_prompts.txt

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+In the style of oilyart_lora. In a dark gloomy fantasy world filled with floating bounders covered in green and red moss, stands a beautiful woman with long white hair. She is surrounded by glowing magical orbs that swirl throughout the night air. She wears a short pleated skirt and black tank-top. Her stockings and leather boots place her firmly on the dirt path below her. Her dazzling green eyes pierce the night air as she stares at the viewer.

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/oilyart-lora/sample_prompts.txt" --sample_every_n_steps="74" \
+  --learning_rate 8e-4 \
+  --cache_text_encoder_outputs \
+  --cache_text_encoder_outputs_to_disk \
+  --fp8_base \
+  --highvram \
+  --max_train_epochs 20 \
+  --save_every_n_epochs 2 \
+  --dataset_config "/app/fluxgym/outputs/oilyart-lora/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/oilyart-lora" \
+  --output_name oilyart-lora \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \