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prithivMLmods/Canopus-Textile-Pattern-adp-LoRA
Canopus-Textile-Pattern-adp-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 apache-2.0.
Downloads · 30 days
42
2% of all-time downloads
All-time downloads
2.1K
Public
Repo size
538 MB
Likes
12
Public
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.safetensors532 MB · 99%
From the Hugging Face model README
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 | 30 |
| Epoch | 09 | Save Every N Epochs | 1 |
Total Steps: 1080
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-Textile-Pattern-adp-LoRA", weight_name="Canopus-Textile-Pattern-adp-LoRA.safetensors", adapter_name="tpl")
pipe.set_adapters("tpl")
pipe.to("cuda")
Kalamkari textile pattern, 4K
Ikat textile pattern, 4K
Floral textile pattern, 4K
| Parameter | Value |
|---|---|
| Prompt | Floral textile pattern, 4K |
| Sampler | euler |
You should use textile pattern to trigger the image generation.
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.