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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/banksy-dev2pro_001260_00_20240925124418.png
+    text: banksy mural of a fat man eating junk food
+-   output:
+        url: sample/banksy-dev2pro_001260_01_20240925124424.png
+    text: banksy mural of an elephant
+-   output:
+        url: sample/banksy-dev2pro_001260_02_20240925124430.png
+    text: banksy mural of a girl in a red cape standing next to a wolf
+base_model: bdsqlsz/flux1-dev2pro-single
+instance_prompt: banksy mural
+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
+---
+
+# banksy-dev2pro
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `banksy mural` 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.
+

banksy-dev2pro-000004.safetensors

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+oid sha256:7a35417620492259f4052839397f579eebd09c332b33867cea38604b8fe2b756
+size 39757184

banksy-dev2pro-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8baf6d8a1abe40ef04fbc8b757804301a87617bda5d462a831b4337a3296b477
+size 39757184

banksy-dev2pro-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:379657cca7536642dc8f92fb7e7284a953a38acc17e5644bf53aa455ea18d63a
+size 39757184

banksy-dev2pro.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7586bd940ccd889901fe27073da8c65ae339b2fc7d81b829e0ee83b89e77e177
+size 39757184

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 = 'C:\pinokio\api\fluxgym.git\datasets\banksy-dev2pro'
+  class_tokens = 'banksy mural'
+  num_repeats = 4

sample_prompts.txt

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+banksy mural of a fat man eating junk food
+banksy mural of an elephant
+banksy mural of a girl in a red cape standing next to a wolf

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 "C:\pinokio\api\fluxgym.git\models\unet\bdsqlsz\flux1-dev2pro-single\flux1-dev2pro.safetensors" ^
+  --clip_l "C:\pinokio\api\fluxgym.git\models\clip\clip_l.safetensors" ^
+  --t5xxl "C:\pinokio\api\fluxgym.git\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "C:\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 adamw8bit ^--sample_prompts="C:\pinokio\api\fluxgym.git\outputs\banksy-dev2pro\sample_prompts.txt" --sample_every_n_steps="252" ^
+  --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 "C:\pinokio\api\fluxgym.git\outputs\banksy-dev2pro\dataset.toml" ^
+  --output_dir "C:\pinokio\api\fluxgym.git\outputs\banksy-dev2pro" ^
+  --output_name banksy-dev2pro ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^