metadata
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
- StableDiffusionXLPipeline
- Inference Endpoints
- sdxl
- realism
- tensorart
- face-diffusion
widget:
- text: >-
A man dressed in sunglasses and brown jacket, in the style of cypherpunk,
timeless beauty, exacting precision, uhd image, aleksandr deyneka, matte
background, leather/hide --ar 67:101 --v 5
output:
url: images/1.png
- text: >-
A studio portrait of a brunette model wearing a dress in front of a
natural background --v 6.0 --style raw
output:
url: images/2.png
- text: >-
Man in the style of dark beige and brown, uhd image, youthful
protagonists, nonrepresentational
output:
url: images/3.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
datasets:
- prithivMLmods/Canopus-Realism-Minimalist
instance_prompt: PhotoRealism
license: creativeml-openrail-m
Canopus Photo Realism
- Prompt
- A man dressed in sunglasses and brown jacket, in the style of cypherpunk, timeless beauty, exacting precision, uhd image, aleksandr deyneka, matte background, leather/hide --ar 67:101 --v 5
- Prompt
- A studio portrait of a brunette model wearing a dress in front of a natural background --v 6.0 --style raw
- Prompt
- Man in the style of dark beige and brown, uhd image, youthful protagonists, nonrepresentational
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
Working Demo Canopus-Realism
| Parameter | Description |
|---|---|
| Space Name | Canopus-Realism |
| Hosted on | ⚡Hugging Face Spaces⚡ |
| Default Theme | Light by Defalut / Can be altered |
| Description | Canopus-Realism provides realistic image generation capabilities with a focus on high-quality outputs. |
Model description
Canopus Photo Realism - LoRA
Image Processing Parameters
| Parameter | Value | Parameter | Value |
|---|---|---|---|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat | 20 |
| Epoch | 20 | Save Every N Epochs | 1 |
SETTING-UP
pipe = StableDiffusionXLPipeline.from_pretrained(
"-------------xxxxxxxxx----------",
torch_dtype=torch.float16,
use_safetensors=True,
)
(or)
-----------------------------------------------------------
pipe = StableDiffusionXLPipeline.from_pretrained(
"stabilityai/stable-diffusion-xl-base-1.0",
torch_dtype=torch.float16,
use_safetensors=True,
)
pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
pipe.load_lora_weights("prithivMLmods/Canopus-Realism-LoRA", weight_name="Canopus-Realism-LoRA.safetensors", adapter_name="rlms")
pipe.set_adapters("rlms")
pipe.to("cuda")
Trigger prompts
A man dressed in sunglasses and brown jacket, in the style of cypherpunk, timeless beauty, exacting precision, uhd image, aleksandr deyneka, matte background, leather/hide --ar 67:101 --v 5
A studio portrait of a brunette model wearing a dress in front of a natural background --v 6.0 --style raw
Man in the style of dark beige and brown, uhd image, youthful protagonists, nonrepresentational
| Parameter | Value |
|---|---|
| Prompt | Closeup of blonde woman depth of field, bokeh, shallow focus, minimalism, fujifilm xh2s with Canon EF lens, cinematic --ar 85:128 --v 6.0 --style raw |
| Sampler | euler |
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.