Model card auto-generated by SimpleTuner

README.md

@@ -0,0 +1,175 @@
+---
+license: other
+base_model: "black-forest-labs/FLUX.1-dev"
+tags:
+ - flux
+ - flux-diffusers
+ - text-to-image
+ - diffusers
+ - simpletuner
+ - safe-for-work
+ - lora
+ - template:sd-lora
+ - lycoris
+inference: true
+widget:
+- text: 'unconditional (blank prompt)'
+ parameters:
+ negative_prompt: 'blurry, cropped, ugly'
+ output:
+ url: ./assets/image_0_0.png
+- text: 'A scene from One Piece. Monkey D. Luffy holding a sign that says ''I LOVE PROMPTS!'', he is standing full body on a beach at sunset. He is wearing a red vest, yellow sash, and a straw hat. The setting sun casts a dynamic shadow on his face.'
+ parameters:
+ negative_prompt: 'blurry, cropped, ugly'
+ output:
+ url: ./assets/image_1_0.png
+- text: 'A scene from One Piece. Monkey D. Luffy jumping out of a propeller airplane, sky diving. He looks excited and his hair is blowing in the wind. The sky is clear and blue, there are birds pictured in the distance.'
+ parameters:
+ negative_prompt: 'blurry, cropped, ugly'
+ output:
+ url: ./assets/image_2_0.png
+- text: 'A scene from One Piece. Monkey D. Luffy spinning a basketball on his finger on a basketball court. He is wearing a lakers jersey with the #12 on it. The basketball hoop and crowd are in the background cheering him. He is smiling.'
+ parameters:
+ negative_prompt: 'blurry, cropped, ugly'
+ output:
+ url: ./assets/image_3_0.png
+- text: 'A scene from One Piece. Monkey D. Luffy is wearing a suit in an office shaking the hand of a business woman. The woman has purple hair and is wearing professional attire. There is a Google logo in the background. It is during daytime, and the overall sentiment is one of accomplishment.'
+ parameters:
+ negative_prompt: 'blurry, cropped, ugly'
+ output:
+ url: ./assets/image_4_0.png
+- text: 'A scene from One Piece. Monkey D. Luffy is fighting a large brown grizzly bear, deep in a forest. The bear is tall and standing on two legs, roaring. The bear is also wearing a crown because it is the king of all bears. Around them are tall trees and other animals watching.'
+ parameters:
+ negative_prompt: 'blurry, cropped, ugly'
+ output:
+ url: ./assets/image_5_0.png
+---
+
+# luffy-simpletuner-lora-11
+
+This is a LyCORIS adapter derived from [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev).
+
+
+No validation prompt was used during training.
+
+
+
+
+None
+
+
+## Validation settings
+- CFG: `3.5`
+- CFG Rescale: `0.0`
+- Steps: `20`
+- Sampler: `None`
+- Seed: `42`
+- Resolution: `1024x1024`
+
+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: 300
+- Learning rate: 5e-05
+- Effective batch size: 8
+ - Micro-batch size: 8
+ - Gradient accumulation steps: 1
+ - Number of GPUs: 1
+- Prediction type: flow-matching
+- Rescaled betas zero SNR: False
+- Optimizer: adamw_bf16
+- Precision: Pure BF16
+- Quantised: Yes: int8-quanto
+- Xformers: Not used
+- LyCORIS Config:
+```json
+{
+ "algo": "lokr",
+ "multiplier": 1.0,
+ "linear_dim": 10000,
+ "linear_alpha": 1,
+ "factor": 12,
+ "apply_preset": {
+ "target_module": [
+ "Attention",
+ "FeedForward"
+ ],
+ "module_algo_map": {
+ "Attention": {
+ "factor": 12
+ },
+ "FeedForward": {
+ "factor": 6
+ }
+ }
+ }
+}
+```
+
+## Datasets
+
+### luffy-1024
+- Repeats: 1
+- Total number of images: 306
+- Total number of aspect buckets: 1
+- Resolution: 1.048576 megapixels
+- Cropped: False
+- Crop style: None
+- Crop aspect: None
+### luffy-768
+- Repeats: 2
+- Total number of images: 306
+- Total number of aspect buckets: 1
+- Resolution: 0.589824 megapixels
+- Cropped: False
+- Crop style: None
+- Crop aspect: None
+### luffy-512
+- Repeats: 2
+- Total number of images: 306
+- Total number of aspect buckets: 1
+- Resolution: 0.262144 megapixels
+- Cropped: False
+- Crop style: None
+- Crop aspect: None
+
+
+## Inference
+
+
+```python
+import torch
+from diffusers import DiffusionPipeline
+from lycoris import create_lycoris_from_weights
+
+model_id = 'black-forest-labs/FLUX.1-dev'
+adapter_id = 'pytorch_lora_weights.safetensors' # you will have to download this manually
+lora_scale = 1.0
+wrapper, _ = create_lycoris_from_weights(lora_scale, adapter_id, pipeline.transformer)
+wrapper.merge_to()
+
+prompt = "An astronaut is riding a horse through the jungles of Thailand."
+
+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")
+```
+