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Canopus-Art-Medium-LoRA
prithivMLmods/Canopus-Art-Medium-LoRA
Canopus-Art-Medium-LoRA is a text-to-image model from prithivMLmods. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.
All-time downloads
1.5K
Public
Repo size
464 MB
Likes
4
Public
Repo makeup
Click a slice to open those files.
.safetensors456 MB · 99%
At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Access
- Public
- Created
- Jun 21, 2024
- Updated
- Jul 19, 2024
- SHA
- 4ef2b47b
Try a prompt
Base models
Model card
From the Hugging Face model README
Art-Medium
<Gallery />Model description
Canopus-Art 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 | 15 | Save Every N Epochs | 1 |
SETTING-UP
pipe = StableDiffusionXLPipeline.from_pretrained(
"------------------------------",
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-Art-Medium-LoRA", weight_name="prithivMLmods/Canopus-Art-Medium-LoRA.safetensors", adapter_name="mdm")
pipe.set_adapters("mdm")
pipe.to("cuda")
Trigger words
You should use art to trigger the image generation.
You should use illustration to trigger the image generation.
| Parameter | Value |
|---|---|
| Prompt | An illustration of a deer with large antlers, in the style of 18th century, dark gray and light brown, realistic renderings of the human form, 1860–1969, bengal school of art, die brücke, angura kei --ar 258:197 --v 5.1 --style raw |
| Sampler | euler |
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Fal Ai
- live
- Created
- Jun 21, 2024
- Updated
- Jul 19, 2024