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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/graffiti-style_000800_00_20240925084142.png
+    text: GRFTI writing style, bold 3D letters spelling "AWKN1" in vibrant red and
+        green, cosmic background with stars and planets, cartoon characters
+-   output:
+        url: sample/graffiti-style_000800_01_20240925084352.png
+    text: GRFTI writing style, large stylized letters spelling "PINOKIO" in pastel
+        blue and pink with black outlines, simple urban background, additional tag
+        "FLUX GYM"
+-   output:
+        url: sample/graffiti-style_000800_02_20240925084603.png
+    text: GRFTI writing style, "1990" in green below main text "LORAS" in red 3D letters,
+        space-themed background, abstract shapes, phrase "FLUXIN"
+-   output:
+        url: sample/graffiti-style_000800_03_20240925084813.png
+    text: GRFTI writing style, "AWAKEN" in bold letters with striking color contrast,
+        simple background, urban street art aesthetic, additional tag "ONE"
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: GRFTI
+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
+---
+
+# graffiti-style
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `GRFTI` 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\graffiti-style'
+  class_tokens = 'GRFTI'
+  num_repeats = 8

graffiti-style-000004.safetensors

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+size 18215364

graffiti-style-000008.safetensors

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graffiti-style-000012.safetensors

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graffiti-style.safetensors

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+size 18215364

sample_prompts.txt

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+GRFTI writing style, bold 3D letters spelling "AWKN1" in vibrant red and green, cosmic background with stars and planets, cartoon characters
+GRFTI writing style, large stylized letters spelling "PINOKIO" in pastel blue and pink with black outlines, simple urban background, additional tag "FLUX GYM"
+GRFTI writing style, "1990" in green below main text "LORAS" in red 3D letters, space-themed background, abstract shapes, phrase "FLUXIN"
+GRFTI writing style, "AWAKEN" in bold letters with striking color contrast, simple background, urban street art aesthetic, additional tag "ONE"

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\flux1-dev.sft" ^
+  --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\graffiti-style\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\graffiti-style\dataset.toml" ^
+  --output_dir "E:\AIOne\pinokio\api\fluxgym.git\outputs\graffiti-style" ^
+  --output_name graffiti-style ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^