sd3-cheechandchong-regularised
This is a LyCORIS adapter derived from stabilityai/stable-diffusion-3.5-large.
The main validation prompt used during training was:
A photo-realistic image of a cat
Validation settings
- CFG:
4.0 - 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
- a picture of tommy chong
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- young tommy chong
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- a stoic photograph of tommy chong. he looks off into the distance, standing up against the railing of a ship. the sky is cloudy.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- an elderly tommy chong as a contestant on Wheel of Fortune
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- tommy chong as a superhero in the style of studio ghibli. he wears a metal armor suit with glowing lights and power indicators.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- tommy chong in a casket, dead. he is dead and it is a funeral. the text overhead says 'HE HAS NOT RISEN'.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- a picture of cheech marin
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- young cheech marin
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- a stoic photograph of cheech marin. he looks off into the distance, standing up against the railing of a ship. the sky is cloudy.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- an elderly cheech marin as a contestant on Wheel of Fortune
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- cheech marin as a superhero in the style of studio ghibli. he wears a metal armor suit with glowing lights and power indicators.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- cheech marin in a casket, dead. he is dead and it is a funeral. the text overhead says 'HE HAS NOT RISEN'.
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- cheech marin sitting to the left of tommy chong on the set of a television interview
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- cheech marin sitting to the right of tommy chong on the set of a television interview
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- cheech and chong sitting together on the stoop of a new york apartment building, 1972
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- the iconic duo cheech and chong on stage performing stand-up comedy together in 2008
- Negative Prompt
- blurry, cropped, ugly
- Prompt
- A photo-realistic image of a 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: 62
- Training steps: 5500
- Learning rate: 1e-05
- Max grad norm: 0.01
- Effective batch size: 3
- Micro-batch size: 1
- Gradient accumulation steps: 1
- Number of GPUs: 3
- Prediction type: flow-matching
- Rescaled betas zero SNR: False
- Optimizer: optimi-stableadamw
- Precision: Pure BF16
- Quantised: No
- Xformers: Not used
- LyCORIS Config:
{
"bypass_mode": true,
"algo": "lokr",
"multiplier": 1.0,
"full_matrix": true,
"linear_dim": 10000,
"linear_alpha": 1,
"factor": 12,
"apply_preset": {
"target_module": [
"Attention"
],
"module_algo_map": {
"Attention": {
"factor": 6
}
}
}
}
Datasets
cheechandchong-cropped-1024
- Repeats: 10
- Total number of images: ~24
- Total number of aspect buckets: 7
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
Inference
import torch
from diffusers import DiffusionPipeline
from lycoris import create_lycoris_from_weights
model_id = 'stabilityai/stable-diffusion-3.5-large'
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 cat"
negative_prompt = 'blurry, cropped, ugly'
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
image = pipeline(
prompt=prompt,
negative_prompt=negative_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=4.0,
).images[0]
image.save("output.png", format="PNG")
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stabilityai/stable-diffusion-3.5-large