Model card auto-generated by SimpleTuner

README.md

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+---
+license: creativeml-openrail-m
+base_model: "black-forest-labs/FLUX.1-dev"
+tags:
+  - stable-diffusion
+  - stable-diffusion-diffusers
+  - text-to-image
+  - diffusers
+  - simpletuner
+  - lora
+  - template:sd-lora
+inference: true
+widget:
+- text: 'unconditional (blank prompt)'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_0_0.png
+- text: 'a breathtaking naked portrait of a woman, capturing her essence with vibrant colors and expressive features'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_1_0.png
+- text: 'a high-quality, detailed photograph of a woman as a sous-chef, immersed in the art of culinary creation'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_2_0.png
+- text: 'a lifelike and intimate naked portrait of a woman exploding into stardust'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_3_0.png
+- text: 'a cinematic, visually stunning photo of a naked man, emphasizing his dramatic and captivating presence'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_4_0.png
+- text: 'an elegant and timeless portrait of a woman, exuding grace and sophistication'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_5_0.png
+- text: 'a dynamic and adventurous photo of a woman, captured in an exciting, action-filled moment'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_6_0.png
+- text: 'a mysterious and enigmatic portrait of a woman, shrouded in shadows and intrigue'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_7_0.png
+- text: 'a vintage-style portrait of a woman, evoking the charm and nostalgia of a bygone era'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_8_0.png
+- text: 'an artistic and abstract representation of a woman, blending creativity with visual storytelling'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_9_0.png
+- text: 'a futuristic and cutting-edge portrayal of a woman, set against a backdrop of advanced technology'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_10_0.png
+- text: 'a beautifully crafted portrait of a woman, highlighting her natural beauty and unique features'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_11_0.png
+- text: 'a powerful and striking portrait of a man, capturing his strength and character'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_12_0.png
+- text: 'a playful and spirited portrait of a clunky robot, capturing its metallic, shiny innocence'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_13_0.png
+- text: 'a charming and vibrant portrait of a chewbacca, emphasizing his hairy personality and joy'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_14_0.png
+- text: 'a heartwarming and cohesive family portrait, showcasing the bonds and connections between loved ones'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_15_0.png
+- text: 'a charming and warm photograph of a man at the beach on a sunny day'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_16_0.png
+- text: 'a cute man sitting in a roller coaster car, looking like he is enjoying the day at the theme park'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_17_0.png
+- text: 'a photograph of a juggalo from insane clown posse standing with his gang of thugs'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_18_0.png
+- text: 'julie, in photograph style'
+  parameters:
+    negative_prompt: 'blurry, cropped, ugly'
+  output:
+    url: ./assets/image_19_0.png
+---
+
+# flux-dreambooth-lora-r128-dev-reddit
+
+This is a LoRA derived from [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev).
+
+
+
+The main validation prompt used during training was:
+
+
+
+```
+julie, in photograph style
+```
+
+## Validation settings
+- CFG: `3.0`
+- CFG Rescale: `0.0`
+- Steps: `20`
+- Sampler: `None`
+- Seed: `420420420`
+- Resolution: `512`
+
+Note: The validation settings are not necessarily the same as the [training settings](#training-settings).
+
+You can find some example images in the following gallery:
+
+
+<Gallery />
+
+The text encoder **was not** trained.
+You may reuse the base model text encoder for inference.
+
+
+## Training settings
+
+- Training epochs: 0
+- Training steps: 500
+- Learning rate: 0.0001
+- Effective batch size: 2
+  - Micro-batch size: 1
+  - Gradient accumulation steps: 2
+  - Number of GPUs: 1
+- Prediction type: flow-matching
+- Rescaled betas zero SNR: False
+- Optimizer: AdamW, stochastic bf16
+- Precision: Pure BF16
+- Xformers: Not used
+- LoRA Rank: 128
+- LoRA Alpha: 128.0
+- LoRA Dropout: 0.1
+- LoRA initialisation style: default
+
+
+## Datasets
+
+### normalnudes
+- Repeats: 0
+- Total number of images: 1126
+- Total number of aspect buckets: 3
+- Resolution: 1.0 megapixels
+- Cropped: True
+- Crop style: random
+- Crop aspect: random
+### nsfw-1024
+- Repeats: 0
+- Total number of images: 10816
+- Total number of aspect buckets: 1
+- Resolution: 512 px
+- Cropped: True
+- Crop style: random
+- Crop aspect: square
+### shutterstock
+- Repeats: 0
+- Total number of images: 21076
+- Total number of aspect buckets: 1
+- Resolution: 512 px
+- Cropped: True
+- Crop style: random
+- Crop aspect: square
+### julia
+- Repeats: 0
+- Total number of images: 34
+- Total number of aspect buckets: 1
+- Resolution: 512 px
+- Cropped: True
+- Crop style: random
+- Crop aspect: square
+### riverphoenix
+- Repeats: 0
+- Total number of images: 12
+- Total number of aspect buckets: 1
+- Resolution: 512 px
+- Cropped: True
+- Crop style: random
+- Crop aspect: square
+
+
+## Inference
+
+
+```python
+import torch
+from diffusers import DiffusionPipeline
+
+model_id = 'black-forest-labs/FLUX.1-dev'
+adapter_id = 'ptx0/flux-dreambooth-lora-r128-dev-reddit'
+pipeline = DiffusionPipeline.from_pretrained(model_id)
+pipeline.load_lora_weights(adapter_id)
+
+prompt = "julie, in photograph style"
+
+
+pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
+image = pipeline(
+    prompt=prompt,
+    num_inference_steps=20,
+    generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826),
+    width=512,
+    height=512,
+    guidance_scale=3.0,
+).images[0]
+image.save("output.png", format="PNG")
+```
+