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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/diddy_000960_00_20240918115609.png
+    text: diddy smiling behind a man
+-   output:
+        url: sample/diddy_000960_01_20240918115626.png
+    text: diddy wearing sunglasses standing at the corner of a nightclub, watching
+        people
+-   output:
+        url: sample/diddy_000960_02_20240918115643.png
+    text: diddy wearing sunglasses, on an escalator going up, smiling, staring at
+        something
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: diddy
+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
+---
+
+# diddy
+
+Trained with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
+
+<Gallery />
+
+## Trigger words
+
+You should use `diddy` 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 = 'C:\pinokio\api\fluxgym.git\datasets\diddy'
+  class_tokens = 'diddy'
+  num_repeats = 10

diddy-000004.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9d37dab0ab8cd92694f11f22604c28aba3d60dd3ba4480ad811b72a9278453f1
+size 39757096

diddy-000008.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:44636030537dfa604ddeb43da489fc4eb0099860266bbb1fb861c9bee4054a4d
+size 39757088

diddy-000012.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:564c8d0e44727506298f1f60307a7c7b771cc4ddcafeac688461618170c1b3b7
+size 39757096

diddy.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8139d8436f0475b4a93adb0afbfbaf25b9305d35e23657b7995893cdbd1aa414
+size 39757096

sample_prompts.txt

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+diddy smiling behind a man
+diddy wearing sunglasses standing at the corner of a nightclub, watching people
+diddy wearing sunglasses, on an escalator going up, smiling, staring at something

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\flux1-dev.sft" ^
+  --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\diddy\sample_prompts.txt" --sample_every_n_steps="160" ^
+  --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\diddy\dataset.toml" ^
+  --output_dir "C:\pinokio\api\fluxgym.git\outputs\diddy" ^
+  --output_name diddy ^
+  --timestep_sampling shift ^
+  --discrete_flow_shift 3.1582 ^
+  --model_prediction_type raw ^
+  --guidance_scale 1 ^
+  --loss_type l2 ^