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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/fusionleg_004000_00_20241211175439.png
+    text: FUSIONLEG leggings
+-   output:
+        url: sample/fusionleg_004000_01_20241211175445.png
+    text: In this image, a woman with medium-length brown hair is captured in a profile
+        view as she stands with her hand placed on a piece of exercise equipment.
+        She is wearing a pair of FUSIONLEG leggings that are predominantly black with
+        pink and black accents running along the sides. The leggings fit snugly, highlighting
+        her athletic physique. The background is a textured white surface, providing
+        a stark contrast to the dark tones of her attire, and her sneakers are white,
+        complementing the leggings. Her posture exudes strength and confidence.
+-   output:
+        url: sample/fusionleg_004000_02_20241211175450.png
+    text: The image features a woman in a kneeling position, showcasing her profile
+        with her hand elegantly placed on her head. She sports FUSIONLEG leggings
+        with red and white color blocks that are accentuated by black panels, highlighting
+        a dynamic and athletic design. The backdrop is a plain, brightly lit space,
+        complemented by a potted plant and a stool, which adds a touch of natural
+        ambiance to the composition. Her posture is graceful and exhibits a blend
+        of strength and flexibility.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: FUSIONLEG
+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
+---
+
+# FUSIONLEG
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `FUSIONLEG` 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/fusionleg'
+  class_tokens = 'FUSIONLEG'
+  num_repeats = 10

fusionleg-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b56618341ea563ba9800b3fe020c9413ce1caf47919608d4b596ed8599fed449
+size 39784624

fusionleg-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6d01cfa73504393a1bfba16a9396f37daa65fefe14a2ec18d419e74ea17642c3
+size 39784624

fusionleg-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:315d475e88bad414577f324a534e2986565a779b9a7b3861445ccda227e44f1c
+size 39784624

fusionleg.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9fb5e318a113c60eaa890b78184fe5c33fb9975817e6567fda9749e1fc37b9a3
+size 39784624

sample_prompts.txt

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+FUSIONLEG leggings
+In this image, a woman with medium-length brown hair is captured in a profile view as she stands with her hand placed on a piece of exercise equipment. She is wearing a pair of FUSIONLEG leggings that are predominantly black with pink and black accents running along the sides. The leggings fit snugly, highlighting her athletic physique. The background is a textured white surface, providing a stark contrast to the dark tones of her attire, and her sneakers are white, complementing the leggings. Her posture exudes strength and confidence.
+The image features a woman in a kneeling position, showcasing her profile with her hand elegantly placed on her head. She sports FUSIONLEG leggings with red and white color blocks that are accentuated by black panels, highlighting a dynamic and athletic design. The backdrop is a plain, brightly lit space, complemented by a potted plant and a stool, which adds a touch of natural ambiance to the composition. Her posture is graceful and exhibits a blend of strength and flexibility.

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/fusionleg/sample_prompts.txt" --sample_every_n_steps="1000" \
+  --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 "/app/fluxgym/outputs/fusionleg/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/fusionleg" \
+  --output_name fusionleg \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \