Total runs:
29.2K
Run Growth:
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bghira / simpletuner-lokr-moonman
Model's Last Updated: August 23 2024
text-to-image
Introduction of simpletuner-lokr-moonman
Model Details of simpletuner-lokr-moonman
simpletuner-lokr-moonman
This is a LyCORIS adapter derived from black-forest-labs/FLUX.1-dev .
The main validation prompt used during training was:
A photo-realistic image of a moonman cat
Validation settings
-
CFG:
3.0 -
CFG Rescale:
0.0 -
Steps:
20 -
Sampler:
None -
Seed:
42 -
Resolutions:
512x512,1024x1024,1280x768
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
- unconditional (blank prompt)
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- unconditional (blank prompt)
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman riding a motorcycle to the sun
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman riding a motorcycle to the sun
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman riding a motorcycle to the sun
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman on the theatre broadway doing a musical. the banner overhead reads TED TALK by MOONMAN
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman on the theatre broadway doing a musical. the banner overhead reads TED TALK by MOONMAN
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman on the theatre broadway doing a musical. the banner overhead reads TED TALK by MOONMAN
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the DJ is performing at a club in ibitha in the year 1944, there is old timey rave feeling
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the DJ is performing at a club in ibitha in the year 1944, there is old timey rave feeling
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the DJ is performing at a club in ibitha in the year 1944, there is old timey rave feeling
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the anime character fighting with an anthropomorphic tree
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the anime character fighting with an anthropomorphic tree
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the anime character fighting with an anthropomorphic tree
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman a rollercoaster mechanic working hard on the underlying gears and structures of the famous rollercoaster
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman a rollercoaster mechanic working hard on the underlying gears and structures of the famous rollercoaster
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman a rollercoaster mechanic working hard on the underlying gears and structures of the famous rollercoaster
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the musician on stage performing to a crowd of people
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the musician on stage performing to a crowd of people
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- moonman the musician on stage performing to a crowd of people
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A photo-realistic image of a moonman cat
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A photo-realistic image of a moonman cat
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A photo-realistic image of a moonman cat
- 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: 115
- Training steps: 9000
- Learning rate: 0.001
-
Effective batch size: 1
- Micro-batch size: 1
- Gradient accumulation steps: 1
- Number of GPUs: 1
- Prediction type: flow-matching
- Rescaled betas zero SNR: False
- Optimizer: optimi-stableadamw
- Precision: bf16
- Quantised: Yes: int8-quanto
- Xformers: Not used
- LyCORIS Config:
{
"algo": "lokr",
"multiplier": 1.0,
"linear_dim": 10000,
"linear_alpha": 1,
"factor": 16,
"apply_preset": {
"target_module": [
"Attention",
"FeedForward"
],
"module_algo_map": {
"Attention": {
"factor": 16
},
"FeedForward": {
"factor": 8
}
}
}
}
Datasets
moonman1024
- Repeats: 0
- Total number of images: 26
- Total number of aspect buckets: 6
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
moonman512
- Repeats: 0
- Total number of images: 26
- Total number of aspect buckets: 7
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
moonman768
- Repeats: 0
- Total number of images: 26
- Total number of aspect buckets: 7
- Resolution: 0.589824 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 = "A photo-realistic image of a moonman cat"
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=512,
height=512,
guidance_scale=3.0,
).images[0]
image.save("output.png", format="PNG")
Runs of bghira simpletuner-lokr-moonman on huggingface.co
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24-hour runs
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More Information About simpletuner-lokr-moonman huggingface.co Model
Url of simpletuner-lokr-moonman
simpletuner-lokr-moonman huggingface.co Url
Provider of simpletuner-lokr-moonman huggingface.co
Other API from bghira
Updated:August 16 2024
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