Rashnan

boring-dragon commited on Nov 4, 2025

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Super-squash branch 'main' using huggingface_hub

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Co-authored-by: boring-dragon <boring-dragon@users.noreply.huggingface.co>

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.gitattributes +35 -0
README.md +45 -0
dataset.toml +14 -0
images/example_k5ovbvzuz.png +0 -0
images/example_nfc9uovi8.png +0 -0
sample/sketchyv2_000500_00_20240923232620.png +0 -0
sample/sketchyv2_000500_01_20240923232629.png +0 -0
sample/sketchyv2_000500_02_20240923232638.png +0 -0
sample/sketchyv2_001000_00_20240923233514.png +0 -0
sample/sketchyv2_001000_01_20240923233522.png +0 -0
sample/sketchyv2_001000_02_20240923233530.png +0 -0
sample/sketchyv2_001500_00_20240923234405.png +0 -0
sample/sketchyv2_001500_01_20240923234413.png +0 -0
sample/sketchyv2_001500_02_20240923234422.png +0 -0
sample/sketchyv2_002000_00_20240923235300.png +0 -0
sample/sketchyv2_002000_01_20240923235309.png +0 -0
sample/sketchyv2_002000_02_20240923235318.png +0 -0
sample/sketchyv2_002500_00_20240924000156.png +0 -0
sample/sketchyv2_002500_01_20240924000205.png +0 -0
sample/sketchyv2_002500_02_20240924000214.png +0 -0
sample/sketchyv2_003000_00_20240924001053.png +0 -0
sample/sketchyv2_003000_01_20240924001101.png +0 -0
sample/sketchyv2_003000_02_20240924001110.png +0 -0
sample/sketchyv2_003500_00_20240924001949.png +0 -0
sample/sketchyv2_003500_01_20240924001958.png +0 -0
sample/sketchyv2_003500_02_20240924002006.png +0 -0
sample_prompts.txt +3 -0
sketchyv2.safetensors +3 -0
train.sh +34 -0

.gitattributes ADDED Viewed

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
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+*.bz2 filter=lfs diff=lfs merge=lfs -text
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+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
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+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
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README.md ADDED Viewed

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+widget:
+- output:
+    url: sample/sketchyv2_003500_00_20240924001949.png
+  text: A guy sitting on a bench  , GETSKETCHY --s 28
+- output:
+    url: sample/sketchyv2_003500_01_20240924001958.png
+  text: A boy running  , GETSKETCHY --s 28
+- output:
+    url: sample/sketchyv2_003500_02_20240924002006.png
+  text: A sunrise with birds on the horizon  , GETSKETCHY --s 28
+- text: A sunrise with birds on the horizon  , GETSKETCHY --s 28
+  output:
+    url: images/example_k5ovbvzuz.png
+- text: A sunrise with birds on the horizon  , GETSKETCHY --s 28
+  output:
+    url: images/example_nfc9uovi8.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: GETSKETCHY
+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
+---
+# sketchyv2
+A Flux LoRA
+<Gallery />
+## Trigger words
+You should use `GETSKETCHY` 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 ADDED Viewed

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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 = '/home/boringdragon/Code/ml/flux/fluxgym/datasets/sketchyv2'
+  class_tokens = 'GETSKETCHY'
+  num_repeats = 10

images/example_k5ovbvzuz.png ADDED Viewed

images/example_nfc9uovi8.png ADDED Viewed

sample/sketchyv2_000500_00_20240923232620.png ADDED Viewed

sample/sketchyv2_000500_01_20240923232629.png ADDED Viewed

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sample/sketchyv2_001000_01_20240923233522.png ADDED Viewed

sample/sketchyv2_001000_02_20240923233530.png ADDED Viewed

sample/sketchyv2_001500_00_20240923234405.png ADDED Viewed

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sample/sketchyv2_001500_02_20240923234422.png ADDED Viewed

sample/sketchyv2_002000_00_20240923235300.png ADDED Viewed

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sample/sketchyv2_002000_02_20240923235318.png ADDED Viewed

sample/sketchyv2_002500_00_20240924000156.png ADDED Viewed

sample/sketchyv2_002500_01_20240924000205.png ADDED Viewed

sample/sketchyv2_002500_02_20240924000214.png ADDED Viewed

sample/sketchyv2_003000_00_20240924001053.png ADDED Viewed

sample/sketchyv2_003000_01_20240924001101.png ADDED Viewed

sample/sketchyv2_003000_02_20240924001110.png ADDED Viewed

sample/sketchyv2_003500_00_20240924001949.png ADDED Viewed

sample/sketchyv2_003500_01_20240924001958.png ADDED Viewed

sample/sketchyv2_003500_02_20240924002006.png ADDED Viewed

sample_prompts.txt ADDED Viewed

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+A guy sitting on a bench  , GETSKETCHY --s 28
+A boy running  , GETSKETCHY --s 28
+A sunrise with birds on the horizon  , GETSKETCHY --s 28

sketchyv2.safetensors ADDED Viewed

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ad08a58edbc9cc69bb604df31997f7ad0eb25c2b59f2019caa0c0e706908a4da
+size 158681152

train.sh ADDED Viewed

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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 "/home/boringdragon/Code/ml/flux/fluxgym/models/unet/flux1-dev.sft" \
+  --clip_l "/home/boringdragon/Code/ml/flux/fluxgym/models/clip/clip_l.safetensors" \
+  --t5xxl "/home/boringdragon/Code/ml/flux/fluxgym/models/clip/t5xxl_fp16.safetensors" \
+  --ae "/home/boringdragon/Code/ml/flux/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 16 \
+  --optimizer_type adamw8bit \--sample_prompts="/home/boringdragon/Code/ml/flux/fluxgym/outputs/sketchyv2/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 2 \
+  --save_every_n_epochs 4 \
+  --dataset_config "/home/boringdragon/Code/ml/flux/fluxgym/outputs/sketchyv2/dataset.toml" \
+  --output_dir "/home/boringdragon/Code/ml/flux/fluxgym/outputs/sketchyv2" \
+  --output_name sketchyv2 \
+  --timestep_sampling shift \
+  --discrete_flow_shift 3.1582 \
+  --model_prediction_type raw \
+  --guidance_scale 1 \
+  --loss_type l2 \