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histin116 / dirndlletz7
Model's Last Updated: August 17 2024
text-to-image
Introduction of dirndlletz7
Model Details of dirndlletz7
dirndlletz7
This is a LoRA derived from black-forest-labs/FLUX.1-dev .
The main validation prompt used during training was:
woman smiling and holding two glasses of beer, She is dressed in traditional Bavarian or Alpine attire, which consists of a white lace blouse under a dark green dirndl dress. The dress is cinched at the waist with a belt that has an ornate metal clasp.
Validation settings
-
CFG:
3.5 -
CFG Rescale:
0.0 -
Steps:
15 -
Sampler:
None -
Seed:
42 -
Resolution:
1024
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
- Prompt
- woman smiling and holding two glasses of beer, She is dressed in traditional Bavarian or Alpine attire, which consists of a white lace blouse under a dark green dirndl dress. The dress is cinched at the waist with a belt that has an ornate metal clasp.
- Negative Prompt
The text encoder was not trained. You may reuse the base model text encoder for inference.
Training settings
- Training epochs: 199
- Training steps: 200
- Learning rate: 0.0001
-
Effective batch size: 4
- Micro-batch size: 4
- Gradient accumulation steps: 1
- Number of GPUs: 1
- Prediction type: flow-matching
- Rescaled betas zero SNR: False
- Optimizer: AdamW, stochastic bf16
- Precision: Pure BF16
- Quantised: No
- Xformers: Not used
- LoRA Rank: 32
- LoRA Alpha: None
- LoRA Dropout: 0.1
- LoRA initialisation style: default
Datasets
dirndlletz7
- Repeats: 0
- Total number of images: 4
- Total number of aspect buckets: 1
- Resolution: 1.0 megapixels
- Cropped: True
- Crop style: center
- Crop aspect: square
Inference
import torch
from diffusers import DiffusionPipeline
model_id = 'black-forest-labs/FLUX.1-dev'
adapter_id = 'histin116/dirndlletz7'
pipeline = DiffusionPipeline.from_pretrained(model_id)
pipeline.load_lora_weights(adapter_id)
prompt = "woman smiling and holding two glasses of beer, She is dressed in traditional Bavarian or Alpine attire, which consists of a white lace blouse under a dark green dirndl dress. The dress is cinched at the waist with a belt that has an ornate metal clasp."
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=15,
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")
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Url of dirndlletz7
dirndlletz7 huggingface.co Url
Provider of dirndlletz7 huggingface.co
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Updated:August 15 2024
Total runs:
20
Run Growth:
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Growth Rate:
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Growth Rate:
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Total runs:
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Growth Rate:
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Growth Rate:
-166.67%
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