Model card auto-generated by SimpleTuner

README.md

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+---
+license: other
+base_model: "black-forest-labs/FLUX.1-dev"
+tags:
+  - flux
+  - flux-diffusers
+  - text-to-image
+  - diffusers
+  - simpletuner
+  - lora
+  - template:sd-lora
+inference: true
+widget:
+- text: 'unconditional (blank prompt)'
+  parameters:
+    negative_prompt: ''''
+  output:
+    url: ./assets/image_0_0.png
+- text: 'anime style digital art of a girl with long black hair and purple eyes wearing an unbuttoned white shirt that shows off her medium breasts, cleavage, and purple bra. She is also wearing black pleated skirt and is has a hand on her breasts while she looks up at the camera with a seductive pose.'
+  parameters:
+    negative_prompt: ''''
+  output:
+    url: ./assets/image_1_0.png
+---
+
+# anime-lora-test-03
+
+This is a standard PEFT 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:
+
+
+
+```
+anime style digital art of a girl with long black hair and purple eyes wearing an unbuttoned white shirt that shows off her medium breasts, cleavage, and purple bra. She is also wearing black pleated skirt and is has a hand on her breasts while she looks up at the camera with a seductive pose.
+```
+
+## Validation settings
+- CFG: `3.5`
+- CFG Rescale: `0.0`
+- Steps: `20`
+- Sampler: `None`
+- Seed: `42`
+- Resolution: `1024`
+
+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: 5
+- Training steps: 200
+- Learning rate: 0.0001
+- Effective batch size: 1
+  - Micro-batch size: 1
+  - Gradient accumulation steps: 1
+  - Number of GPUs: 1
+- Prediction type: flow-matching
+- Rescaled betas zero SNR: False
+- Optimizer: adamw_bf16
+- Precision: bf16
+- Quantised: No
+- Xformers: Not used
+- LoRA Rank: 4
+- LoRA Alpha: None
+- LoRA Dropout: 0.1
+- LoRA initialisation style: default
+    
+
+## Datasets
+
+### anime-test-01
+- Repeats: 0
+- Total number of images: 34
+- Total number of aspect buckets: 1
+- Resolution: 1.048576 megapixels
+- Cropped: True
+- Crop style: center
+- Crop aspect: square
+
+
+## Inference
+
+
+```python
+import torch
+from diffusers import DiffusionPipeline
+
+model_id = 'black-forest-labs/FLUX.1-dev'
+adapter_id = 'Disra/anime-lora-test-03'
+pipeline = DiffusionPipeline.from_pretrained(model_id)
+pipeline.load_lora_weights(adapter_id)
+
+prompt = "anime style digital art of a girl with long black hair and purple eyes wearing an unbuttoned white shirt that shows off her medium breasts, cleavage, and purple bra. She is also wearing black pleated skirt and is has a hand on her breasts while she looks up at the camera with a seductive pose."
+
+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=1024,
+    height=1024,
+    guidance_scale=3.5,
+).images[0]
+image.save("output.png", format="PNG")
+```
+