Total runs:
77
Run Growth:
68
Growth Rate:
88.31%
Sponsored by
YouArt
adipanda / makima-simpletuner-lora-1
Model's Last Updated: October 12 2024
text-to-image
Introduction of makima-simpletuner-lora-1
Model Details of makima-simpletuner-lora-1
makima-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 Chainsaw Man. Makima jumping out of a propeller airplane, sky diving. She looks excited and her 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 Chainsaw Man. Makima spinning a basketball on her finger on a basketball court. She is wearing a lakers jersey with the #12 on it. The basketball hoop and crowd are in the background cheering for her. She is smiling.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A scene from Chainsaw Man. Makima is wearing a suit in an office shaking the hand of a business man. The man 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 Chainsaw Man. Makima 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: 306
- Training steps: 7000
- Learning rate: 0.0002
-
Effective batch size: 32
- Micro-batch size: 32
- 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
makima-512
- Repeats: 2
- Total number of images: 164
- 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 makima-simpletuner-lora-1 on huggingface.co
9
Total runs
2
24-hour runs
2
3-day runs
4
7-day runs
-21
30-day runs
More Information About makima-simpletuner-lora-1 huggingface.co Model
Url of makima-simpletuner-lora-1
makima-simpletuner-lora-1 huggingface.co Url
Provider of makima-simpletuner-lora-1 huggingface.co
Other API from adipanda
Updated:October 10 2024
Total runs:
65
Run Growth:
41
Growth Rate:
63.08%
Total runs:
34
Run Growth:
20
Growth Rate:
58.82%
Total runs:
28
Run Growth:
-6
Growth Rate:
-21.43%
Total runs:
21
Run Growth:
14
Growth Rate:
53.85%
Total runs:
21
Run Growth:
16
Growth Rate:
76.19%
Total runs:
21
Run Growth:
18
Growth Rate:
85.71%
Total runs:
21
Run Growth:
-16
Growth Rate:
-76.19%
Total runs:
19
Run Growth:
15
Growth Rate:
78.95%
Total runs:
18
Run Growth:
13
Growth Rate:
72.22%
Total runs:
17
Run Growth:
-18
Growth Rate:
-105.88%
Total runs:
16
Run Growth:
11
Growth Rate:
68.75%
Total runs:
16
Run Growth:
11
Growth Rate:
68.75%
Total runs:
13
Run Growth:
-41
Growth Rate:
-315.38%
Total runs:
13
Run Growth:
-25
Growth Rate:
-192.31%
Total runs:
11
Run Growth:
3
Growth Rate:
27.27%
Total runs:
11
Run Growth:
10
Growth Rate:
90.91%
Total runs:
6
Run Growth:
5
Growth Rate:
83.33%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
6
Run Growth:
-27
Growth Rate:
-450.00%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
5
Run Growth:
4
Growth Rate:
80.00%