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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/watercolor_000900_00_20241010020653.png
+    text: WAT3R a watercolor painting of a man wearing a purple neck tie against a
+        white background. Her face is clearly visible, with her eyes looking directly
+        at the viewer and her lips slightly parted
+-   output:
+        url: sample/watercolor_000900_01_20241010020907.png
+    text: WAT3R a vibrant watercolor butterfly tattoo design on a white background.
+        The butterfly is composed of a variety of colors
+-   output:
+        url: sample/watercolor_000900_02_20241010021119.png
+    text: WAT3R a beautiful watercolor painting of a woman with blue hair against
+        a white background
+-   output:
+        url: sample/watercolor_000900_03_20241010021332.png
+    text: WAT3R a beautiful watercolor painting of a horse with a white background.
+        The horse is painted in a variety of colors, including blues, greens, yellows,
+        and reds, creating a vibrant and eye-catching piece of art
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: WAT3R
+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
+---
+
+# WaterColor
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `WAT3R` 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 = 'E:\AIOne\pinokio\api\fluxgym.git\datasets\watercolor'
+  class_tokens = 'WAT3R'
+  num_repeats = 10

sample_prompts.txt

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+WAT3R a watercolor painting of a man wearing a purple neck tie against a white background. Her face is clearly visible, with her eyes looking directly at the viewer and her lips slightly parted
+WAT3R a vibrant watercolor butterfly tattoo design on a white background. The butterfly is composed of a variety of colors
+WAT3R a beautiful watercolor painting of a woman with blue hair against a white background
+WAT3R a beautiful watercolor painting of a horse with a white background. The horse is painted in a variety of colors, including blues, greens, yellows, and reds, creating a vibrant and eye-catching piece of art

train.bat

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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 "E:\AIOne\pinokio\api\fluxgym.git\models\unet\bdsqlsz\flux1-dev2pro-single\flux1-dev2pro.safetensors" ^
+  --clip_l "E:\AIOne\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "E:\AIOne\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "E:\AIOne\pinokio\api\fluxgym.git\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 adafactor ^
+  --optimizer_args "relative_step=False" "scale_parameter=False" "warmup_init=False" ^
+  --split_mode ^
+  --network_args "train_blocks=single" ^
+  --lr_scheduler constant_with_warmup ^
+  --max_grad_norm 0.0 ^--sample_prompts="E:\AIOne\pinokio\api\fluxgym.git\outputs\watercolor\sample_prompts.txt" --sample_every_n_steps="100" ^
+  --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 "E:\AIOne\pinokio\api\fluxgym.git\outputs\watercolor\dataset.toml" ^
+  --output_dir "E:\AIOne\pinokio\api\fluxgym.git\outputs\watercolor" ^
+  --output_name watercolor ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^

watercolor-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e3715d36bcbd3d18befdb0dcfea13b66725bd9a330ffde218c120f09b1981912
+size 18211812

watercolor-000008.safetensors

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+oid sha256:1eb1cea1dabed5053e49785effc2fd80f24843e65f08d94534822f5386e848e1
+size 18211812

watercolor-000012.safetensors

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+oid sha256:10f42e9bf534f9dfae1228c6bfbfd8fa2071d5fb82728ac52826718f3cc1d09b
+size 18211812

watercolor.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2e2e5c99f7023383c9ed0fc2f0582536e95c6873b95e5c6fc84f191d49a9c1d3
+size 18211812