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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/herauneckba_001000_00_20250129192618.png
+    text: HERAUNECKBA
+-   output:
+        url: sample/herauneckba_001000_01_20250129192624.png
+    text: The image features a woman standing in a minimalist studio setting with
+        a smooth, light-colored background. The lighting is even and soft, highlighting
+        the details of the scene and creating a serene atmosphere. The woman has her
+        hair pulled back, accentuating her facial features. Her expression is calm,
+        with her gaze directed slightly off-camera, contributing to a composed and
+        relaxed demeanor. She is wearing a green HERAUNECKBA dress that flows elegantly
+        around her, with the fabric draping softly to create a graceful silhouette.
+        The dress complements her figure, and its texture is subtly visible due to
+        the lighting. Her posture is poised, with one hand gently holding the side
+        of the dress, adding movement to the composition. On her feet, she wears simple,
+        flat sandals that complete her look. The overall composition is balanced,
+        with the woman's form being the focal point against the understated background.
+-   output:
+        url: sample/herauneckba_001000_02_20250129192629.png
+    text: The image features a woman standing confidently in a minimalist studio environment,
+        characterized by a smooth, light gray background that provides a clean and
+        unobtrusive setting. The lighting is even and soft, highlighting the details
+        of the scene and casting a gentle shadow to the right of the subject, enhancing
+        the three-dimensionality of the composition. The woman is captured from a
+        rear three-quarter angle, showcasing her poised posture. Her dark hair is
+        styled in a voluminous ponytail, cascading down her back and drawing attention
+        to her defined profile. Her expression is serene, and her gaze is directed
+        slightly to the side, contributing to a sense of calm confidence. She is wearing
+        a pink HERAUNECKBA dress that features a sleeveless design with a scoop neckline.
+        The dress drapes elegantly over her form, flowing down to a mid-calf length
+        with a slight flare, providing a sense of movement and fluidity. The fabric
+        appears soft and comfortable, enhancing the relaxed yet sophisticated look.
+        Her feet are adorned with flat sandals, which add a casual yet chic touch
+        to her overall appearance. The careful attention to detail in the dress and
+        styling complements the woman's athletic and graceful frame, making her the
+        focal point of the image.
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: HERAUNECKBA
+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
+---
+
+# HERAUNECKBA
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `HERAUNECKBA` 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/herauneckba'
+  class_tokens = 'HERAUNECKBA'
+  num_repeats = 8

herauneckba-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d1750d4e53e0a676c7c202983f155bcbd3039225b2e46b4b9a038ec8339d416c
+size 39762952

herauneckba-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ef5006c0c71b30427ff1a20c38a73c7118ed2605900decb09022eb49adc72076
+size 39762952

herauneckba-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:57e2ddccc311f1d26903fac47679238028fa0589c4af85f2efe44d4de63ddb30
+size 39762952

herauneckba.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:40e2b1dcd2dacb11f7a5da95cdce5eb4f4c6347aed386a9a5135529348a04ba6
+size 39762952

sample_prompts.txt

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+HERAUNECKBA
+The image features a woman standing in a minimalist studio setting with a smooth, light-colored background. The lighting is even and soft, highlighting the details of the scene and creating a serene atmosphere. The woman has her hair pulled back, accentuating her facial features. Her expression is calm, with her gaze directed slightly off-camera, contributing to a composed and relaxed demeanor. She is wearing a green HERAUNECKBA dress that flows elegantly around her, with the fabric draping softly to create a graceful silhouette. The dress complements her figure, and its texture is subtly visible due to the lighting. Her posture is poised, with one hand gently holding the side of the dress, adding movement to the composition. On her feet, she wears simple, flat sandals that complete her look. The overall composition is balanced, with the woman's form being the focal point against the understated background.
+The image features a woman standing confidently in a minimalist studio environment, characterized by a smooth, light gray background that provides a clean and unobtrusive setting. The lighting is even and soft, highlighting the details of the scene and casting a gentle shadow to the right of the subject, enhancing the three-dimensionality of the composition. The woman is captured from a rear three-quarter angle, showcasing her poised posture. Her dark hair is styled in a voluminous ponytail, cascading down her back and drawing attention to her defined profile. Her expression is serene, and her gaze is directed slightly to the side, contributing to a sense of calm confidence. She is wearing a pink HERAUNECKBA dress that features a sleeveless design with a scoop neckline. The dress drapes elegantly over her form, flowing down to a mid-calf length with a slight flare, providing a sense of movement and fluidity. The fabric appears soft and comfortable, enhancing the relaxed yet sophisticated look. Her feet are adorned with flat sandals, which add a casual yet chic touch to her overall appearance. The careful attention to detail in the dress and styling complements the woman's athletic and graceful frame, making her the focal point of the image.

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/herauneckba/sample_prompts.txt" --sample_every_n_steps="500" \
+  --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/herauneckba/dataset.toml" \
+  --output_dir "/app/fluxgym/outputs/herauneckba" \
+  --output_name herauneckba \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \