README.md

metadata

license: creativeml-openrail-m
base_model: stabilityai/stable-diffusion-3-medium-diffusers
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - diffusers
  - simpletuner
  - lora
  - template:sd-lora
  - not-for-all-audiences
inference: true
widget:
  - text: unconditional (blank prompt)
    parameters:
      negative_prompt: blurry, cropped, ugly
    output:
      url: ./assets/image_0_0.png
  - text: a photo of a naked woman with large breasts
    parameters:
      negative_prompt: blurry, cropped, ugly
    output:
      url: ./assets/image_1_0.png

sdxl-training

This is a LoRA derived from stabilityai/stable-diffusion-3-medium-diffusers.

The main validation prompt used during training was:

a naked woman, front view, standing in a room. large breasts, pretty face, pussy. photo, RAW candid cinema, 16mm, color graded portra 400 film, remarkable color, ultra realistic, dry skin, shot with cinematic camera

Negative prompt:

ugly 3d render, deformed corpse, brushstrokes, painting

Validation settings

• CFG: 4.0
• CFG Rescale: 0.0
• Steps: 40
• Sampler: euler
• Seed: 6
• Resolution: 816x1280

Note: The validation settings are not necessarily the same as the training settings.

You can find some example images in the following gallery:

Prompt

unconditional (blank prompt)

Negative Prompt

blurry, cropped, ugly

Prompt

a photo of a naked woman with large breasts

Negative Prompt

blurry, cropped, ugly

The text encoder was not trained. You may reuse the base model text encoder for inference.

Training settings

• Training epochs: 1072
• Training steps: 21450
• Learning rate: 0.0002
• Effective batch size: 20
  • Micro-batch size: 5
  • Gradient accumulation steps: 4
  • Number of GPUs: 1
• Prediction type: epsilon
• Rescaled betas zero SNR: False
• Optimizer: AdamW, stochastic bf16
• Precision: Pure BF16
• Xformers: Enabled
• LoRA Rank: 64
• LoRA Alpha: 64.0
• LoRA Dropout: 0.1
• LoRA initialisation style: default

Datasets

curated3

• Repeats: 0
• Total number of images: 400
• Total number of aspect buckets: 1
• Resolution: 0.5 megapixels
• Cropped: False
• Crop style: None
• Crop aspect: None