Total runs:
68
Run Growth:
52
Growth Rate:
76.47%
Sponsored by
iMean AI Trip Planner
adipanda / anime-chars-simpletuner-lora-1
Model's Last Updated: October 29 2024
text-to-image
Introduction of anime-chars-simpletuner-lora-1
Model Details of anime-chars-simpletuner-lora-1
anime-chars-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:
1024x576
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. Maki Zenin is in the middle of a high-stakes battle, leaping forward with her weapon raised. Her glasses reflect the light of an explosion behind her. Beside her, the young male character with messy black hair stumbles, struggling to stay on his feet, his white jacket dirtied from the ongoing fight. The background shows a shattered wooden dojo, with debris scattered all around.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A scene from Demon Slayer. Muzan Kibutsuji is standing in front of a large chalkboard filled with cryptic equations and diagrams. He holds a piece of chalk in one hand and a test tube in the other, his eyes gleaming with focus. The warm light from nearby candles flickers against the shelves of mysterious bottles and ingredients in his lab, giving the scene an eerie ambiance.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A scene from Attack on Titan. Levi Ackerman is sitting under a tree, holding the piece of paper close to his face as he reads intently. His sword rests beside him, and the male character with short hair stands nearby, glancing over at the paper with a curious expression. The lush green forest around them is bathed in dappled sunlight, with the tall trees swaying gently in the breeze.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A scene from My Hero Academia. Shoto Todoroki stands on a cliff overlooking a vast desert, his hand outstretched and half of the cliffside covered in ice. His dark blue outfit contrasts against the bright, sandy terrain. The harsh sunlight creates long shadows across the rocky landscape, adding to the intensity of the moment.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A scene from Attack on Titan. Monkey D. Luffy is scaling the massive walls of Paradis Island with his stretchy arms, laughing as he pulls himself higher. Mikasa Ackerman watches in disbelief, her military uniform fluttering in the wind as she stands ready with her ODM gear. The sky is clear, with just a few clouds drifting above, and the vast landscape stretches out below them.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A scene from One Piece. Levi Ackerman is on the deck of the Thousand Sunny, methodically cleaning his gear with a stern expression. Nami stands nearby, glancing over at him with a mix of curiosity and amusement, her arms crossed. The ship sails through calm waters under a bright blue sky, with a distant island just visible on the horizon.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- 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: 13
- Training steps: 800
- Learning rate: 0.0008
-
Effective batch size: 160
- Micro-batch size: 40
- Gradient accumulation steps: 1
- Number of GPUs: 4
- 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
anime_char-512
- Repeats: 2
- Total number of images: ~3476
- 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=576,
guidance_scale=3.5,
).images[0]
image.save("output.png", format="PNG")
Runs of adipanda anime-chars-simpletuner-lora-1 on huggingface.co
19
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
15
30-day runs
More Information About anime-chars-simpletuner-lora-1 huggingface.co Model
Url of anime-chars-simpletuner-lora-1
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Other API from adipanda
Updated:October 10 2024
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Run Growth:
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Growth Rate:
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Run Growth:
12
Growth Rate:
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Run Growth:
-4
Growth Rate:
-12.50%
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23
Run Growth:
17
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18
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14
Growth Rate:
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19
Run Growth:
6
Growth Rate:
31.58%
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17
Run Growth:
-1
Growth Rate:
-5.88%
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16
Run Growth:
12
Growth Rate:
70.59%
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15
Run Growth:
12
Growth Rate:
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13
Run Growth:
-24
Growth Rate:
-171.43%
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8
Run Growth:
8
Growth Rate:
88.89%
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8
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Growth Rate:
-300.00%
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7
Run Growth:
6
Growth Rate:
85.71%
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6
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5
Growth Rate:
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6
Run Growth:
3
Growth Rate:
50.00%
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5
Run Growth:
0
Growth Rate:
0.00%
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5
Run Growth:
6
Growth Rate:
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