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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/deflj_000303_00_20250523102148.png
+    text: Deflj young man, devil horns --d 42 --n "female, blurry, distorted, cartoon,
+        lowres, unrealistic" realistic, male
+-   output:
+        url: sample/deflj_000303_01_20250523102231.png
+    text: Deflj young man, superhero suit --d 42 --n "female, blurry, distorted, cartoon,
+        lowres, unrealistic" realistic, male
+-   output:
+        url: sample/deflj_000303_02_20250523102313.png
+    text: Deflj young man, sipping coffee --d 42 --n "female, blurry, distorted, cartoon,
+        lowres, unrealistic" realistic, male
+-   output:
+        url: sample/deflj_000303_03_20250523102355.png
+    text: Deflj young man, flexing muscles --d 42 --n "female, blurry, distorted,
+        cartoon, lowres, unrealistic" realistic, male
+-   output:
+        url: sample/deflj_000303_04_20250523102437.png
+    text: Deflj young man, black overcoat --d 42 --n "female, blurry, distorted, cartoon,
+        lowres, unrealistic" realistic, male
+-   output:
+        url: sample/deflj_000303_05_20250523102520.png
+    text: Deflj young man, sci-fi weapon --d 42 --n "female, blurry, distorted, cartoon,
+        lowres, unrealistic" realistic, male
+-   output:
+        url: sample/deflj_000303_06_20250523102602.png
+    text: Deflj young man, holding wineglass --d 42 --n "female, blurry, distorted,
+        cartoon, lowres, unrealistic" realistic, male
+-   output:
+        url: sample/deflj_000303_07_20250523102644.png
+    text: Deflj young man, running stadium track --d 42 --n "female, blurry, distorted,
+        cartoon, lowres, unrealistic" realistic, male
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Deflj 
+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
+---
+
+# Deflj 
+
+A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `Deflj ` 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 = 'F:\rizwan\fluxgym\datasets\deflj'
+  class_tokens = 'Deflj '
+  num_repeats = 10

deflj-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:46d9ed8d4342c07726e920b4f3ceb7cc1bacf14e51e0513fdb587c43b1031adb
+size 18211836

deflj-000008.safetensors

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+oid sha256:409988a5c14621ccdcc13e98c6fbc59dccb3a5396e86a7b7ae5157d49d6fe760
+size 18211836

deflj-000012.safetensors

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deflj.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:20be42d76729d11e529683d42f69326d0fc7d1443e6529512e9fd3b93069b7f8
+size 18211836

sample_prompts.txt

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+Deflj young man, devil horns --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male
+Deflj young man, superhero suit --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male
+Deflj young man, sipping coffee --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male
+Deflj young man, flexing muscles --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male
+Deflj young man, black overcoat --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male
+Deflj young man, sci-fi weapon --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male
+Deflj young man, holding wineglass --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male
+Deflj young man, running stadium track --d 42 --n "female, blurry, distorted, cartoon, lowres, unrealistic" realistic, male

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 "F:\rizwan\fluxgym\models\unet\flux1-dev.sft" ^
+  --clip_l "F:\rizwan\fluxgym\models\clip\clip_l.safetensors" ^
+  --t5xxl "F:\rizwan\fluxgym\models\clip\t5xxl_fp16.safetensors" ^
+  --ae "F:\rizwan\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 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 ^
+  --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 "F:\rizwan\fluxgym\outputs\deflj\dataset.toml" ^
+  --output_dir "F:\rizwan\fluxgym\outputs\deflj" ^
+  --output_name deflj ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^