Total runs:
36
Run Growth:
-25
Growth Rate:
-69.44%
Sponsored by
APIMart
adipanda / luffy-simpletuner-lora-11
Model's Last Updated: October 10 2024
text-to-image
Introduction of luffy-simpletuner-lora-11
Model Details of luffy-simpletuner-lora-11
luffy-simpletuner-lora-11
This is a LyCORIS adapter derived from 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 .
You can find some example images in the following gallery:
- Prompt
- unconditional (blank prompt)
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- 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.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- 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.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- 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.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- 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.
- 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: 8
- Training steps: 2700
- 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:
{
"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
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")
Runs of adipanda luffy-simpletuner-lora-11 on huggingface.co
9
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
-6
30-day runs
More Information About luffy-simpletuner-lora-11 huggingface.co Model
Url of luffy-simpletuner-lora-11
luffy-simpletuner-lora-11 huggingface.co Url
Provider of luffy-simpletuner-lora-11 huggingface.co
Other API from adipanda
Updated:October 10 2024
Total runs:
34
Run Growth:
15
Growth Rate:
44.12%
Total runs:
24
Run Growth:
10
Growth Rate:
41.67%
Total runs:
23
Run Growth:
15
Growth Rate:
65.22%
Total runs:
21
Run Growth:
13
Growth Rate:
61.90%
Total runs:
16
Run Growth:
7
Growth Rate:
43.75%
Total runs:
15
Run Growth:
-62
Growth Rate:
-413.33%
Total runs:
15
Run Growth:
2
Growth Rate:
13.33%
Total runs:
15
Run Growth:
6
Growth Rate:
40.00%
Total runs:
13
Run Growth:
-10
Growth Rate:
-76.92%
Total runs:
11
Run Growth:
2
Growth Rate:
18.18%
Total runs:
10
Run Growth:
3
Growth Rate:
30.00%
Total runs:
9
Run Growth:
-11
Growth Rate:
-100.00%
Total runs:
9
Run Growth:
-3
Growth Rate:
-33.33%
Total runs:
8
Run Growth:
-8
Growth Rate:
-100.00%
Total runs:
7
Run Growth:
1
Growth Rate:
14.29%
Total runs:
7
Run Growth:
4
Growth Rate:
57.14%
Total runs:
6
Run Growth:
1
Growth Rate:
16.67%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
4
Run Growth:
-4
Growth Rate:
-100.00%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%
Total runs:
3
Run Growth:
-2
Growth Rate:
-66.67%
Total runs:
3
Run Growth:
-1
Growth Rate:
-33.33%