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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/rockbrow_000600_00_20240923012101.png
+    text: PeopleBrow man with intense gaze, close-up portrait
+-   output:
+        url: sample/rockbrow_000600_01_20240923012312.png
+    text: PeopleBrow Albert Einstein with intense gaze while reading newspaper
+-   output:
+        url: sample/rockbrow_000600_02_20240923012526.png
+    text: PeopleBrow cyberpunk detective, neon-lit rainy street, one eyebrow raised
+        suspiciously, futuristic cityscape background
+-   output:
+        url: sample/rockbrow_000600_03_20240923012739.png
+    text: PeopleBrow ancient Greek philosopher, toga-clad, contemplative expression,
+        marble bust style
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: PeopleBrow
+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
+---
+
+# rockbrow
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `PeopleBrow` 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\rockbrow'
+  class_tokens = 'PeopleBrow'
+  num_repeats = 10

rockbrow-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4e936a81c8a2966fc831225ffb96066ff2890afc841222640891cf059544f6e3
+size 18209924

rockbrow-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:34892b3dce160f2802a223b2b64d9187aa6561e94e542ce924fae4d08ef5a2cb
+size 18209924

rockbrow-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:71e65c6baafbf05292303bf5cf8a00b927021b9423611894c7ab4f39eb205808
+size 18209924

rockbrow.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1977321864e77cf102ac1840c0eb6acbe4bfba3ce74baf486af6c149e4433789
+size 18209924

sample_prompts.txt

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+PeopleBrow man with intense gaze, close-up portrait
+PeopleBrow Albert Einstein with intense gaze while reading newspaper
+PeopleBrow cyberpunk detective, neon-lit rainy street, one eyebrow raised suspiciously, futuristic cityscape background
+PeopleBrow ancient Greek philosopher, toga-clad, contemplative expression, marble bust style

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