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--- |
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tags: |
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- text-to-image |
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- lora |
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- diffusers |
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- template:diffusion-lora |
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widget: |
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- text: 'Handpainted, sketchfab, a 3D rendering of a small wooden house, situated on a small island. The house is adorned with a red life preserver, adding a pop of color to the scene. The background is a light blue, creating a stark contrast to the house and the island.' |
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output: |
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url: images/1.png |
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- text: 'Handpainted, sketchfab, 3D, ured from a low-angle perspective on a gray background, a vibrant purple shotgun is seen in mid-flight. The gun has a silver body, a silver handle, and a brown leather handle. The handle is adorned with silver metal studs, adding a touch of color to the scene. The background is a solid gray, creating a stark contrast to the gun.' |
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output: |
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url: images/2.png |
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- text: 'Handpainted, sketchfab, a small model of a Japanese house is displayed against a purple backdrop. The house is adorned with a brown roof, a white sign with black letters, and Asian characters. Two small potted plants are placed in front of the house, adding a touch of color to the scene. The wall behind the house casts a shadow on the ground below the house.' |
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output: |
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url: images/3.png |
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base_model: stabilityai/stable-diffusion-3.5-large |
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instance_prompt: Handpainted, sketchfab |
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license: creativeml-openrail-m |
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--- |
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# SD-3.5-Large-Handpainted-Sketchfab |
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<Gallery /> |
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**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.** |
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## Model description |
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**prithivMLmods/SD-3.5-Large-Handpainted-Sketchfab-3D-LoRA** |
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Image Processing Parameters |
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| Parameter | Value | Parameter | Value | |
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|---------------------------|--------|---------------------------|--------| |
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| LR Scheduler | constant | Noise Offset | 0.03 | |
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| Optimizer | AdamW | Multires Noise Discount | 0.1 | |
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| Network Dim | 64 | Multires Noise Iterations | 10 | |
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| Network Alpha | 32 | Repeat & Steps | 20 & 2K | |
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| Epoch | 12 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 38 |
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## Setting up |
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```python |
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import torch |
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from diffusers import StableDiffusion3Pipeline |
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pipe = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3.5-large", torch_dtype=torch.bfloat16) |
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pipe.load_lora_weights("prithivMLmods/SD-3.5-Large-Handpainted-Sketchfab-3D-LoRA", weight_name=" SD3.5-Large-Handpainted-Sketchfab.safetensors") |
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pipe.fuse_lora(lora_scale=1.0) |
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pipe.to("cuda") |
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prompt = "Handpainted, sketchfab, 3D, ured from a low-angle perspective on a gray background, a vibrant purple shotgun is seen in mid-flight. The gun has a silver body, a silver handle, and a brown leather handle. The handle is adorned with silver metal studs, adding a touch of color to the scene. The background is a solid gray, creating a stark contrast to the gun." |
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negative_prompt = "(lowres, low quality, worst quality)" |
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image = pipe(prompt=prompt, |
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negative_prompt=negative_prompt |
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num_inference_steps=24, |
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guidance_scale=4.0, |
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width=960, height=1280, |
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).images[0] |
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image.save(f"example.jpg") |
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``` |
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## Trigger words |
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You should use `Handpainted` to trigger the image generation. |
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You should use `sketchfab` to trigger the image generation. |
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## Download model |
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Weights for this model are available in Safetensors format. |
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[Download](/prithivMLmods/SD-3.5-Large-Handpainted-Sketchfab-LoRA/tree/main) them in the Files & versions tab. |
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