Total runs:
305
Run Growth:
281
Growth Rate:
92.13%
Sponsored by
Vmake Labs Video Enhancer
adipanda / gojo-simpletuner-lora-1
Model's Last Updated: October 08 2024
text-to-image
Introduction of gojo-simpletuner-lora-1
Model Details of gojo-simpletuner-lora-1
gojo-simpletuner-lora-1
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 Jujutsu Kaisen. Satoru Gojo 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 Jujutsu Kaisen. Satoru Gojo 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 Jujutsu Kaisen. Satoru Gojo 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 Jujutsu Kaisen. Satoru Gojo 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: 24
- Training steps: 5400
- 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
gojo-512
- Repeats: 2
- Total number of images: 291
- Total number of aspect buckets: 1
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
gojo-512-crop
- Repeats: 2
- Total number of images: 291
- 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 gojo-simpletuner-lora-1 on huggingface.co
6
Total runs
0
24-hour runs
-4
3-day runs
-6
7-day runs
-20
30-day runs
More Information About gojo-simpletuner-lora-1 huggingface.co Model
Url of gojo-simpletuner-lora-1
gojo-simpletuner-lora-1 huggingface.co Url
Provider of gojo-simpletuner-lora-1 huggingface.co
Other API from adipanda
Updated:October 11 2024
Total runs:
208
Run Growth:
190
Growth Rate:
91.35%
Total runs:
105
Run Growth:
86
Growth Rate:
81.90%
Total runs:
105
Run Growth:
77
Growth Rate:
73.33%
Total runs:
26
Run Growth:
-33
Growth Rate:
-126.92%
Total runs:
14
Run Growth:
5
Growth Rate:
35.71%
Total runs:
13
Run Growth:
-2
Growth Rate:
-15.38%
Total runs:
13
Run Growth:
-7
Growth Rate:
-53.85%
Total runs:
13
Run Growth:
-1
Growth Rate:
-7.69%
Total runs:
11
Run Growth:
-61
Growth Rate:
-554.55%
Total runs:
10
Run Growth:
5
Growth Rate:
50.00%
Total runs:
9
Run Growth:
-11
Growth Rate:
-122.22%
Total runs:
9
Run Growth:
3
Growth Rate:
33.33%
Total runs:
9
Run Growth:
-1
Growth Rate:
-11.11%
Total runs:
7
Run Growth:
-6
Growth Rate:
-85.71%
Total runs:
6
Run Growth:
1
Growth Rate:
16.67%
Total runs:
5
Run Growth:
-2
Growth Rate:
-40.00%
Total runs:
5
Run Growth:
-13
Growth Rate:
-260.00%
Total runs:
5
Run Growth:
-1
Growth Rate:
-20.00%
Total runs:
4
Run Growth:
-14
Growth Rate:
-350.00%
Total runs:
4
Run Growth:
-11
Growth Rate:
-275.00%
Total runs:
3
Run Growth:
-3
Growth Rate:
-100.00%
Total runs:
3
Run Growth:
-3
Growth Rate:
-100.00%