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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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- Photorealistic |
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- stable-diffusion-3.5-large |
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widget: |
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- text: >- |
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A photorealistic portrait of a young woman with short dark brown hair, |
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wearing a grey spaghetti-strap top, standing outdoors in soft daylight. The |
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background includes a blurred pool and greenery, creating a serene and |
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summery atmosphere. Warm lighting highlights her natural beauty and relaxed |
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expression. |
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output: |
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url: images/3.webp |
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- text: >- |
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Man in the style of dark beige and brown, uhd image, youthful protagonists, |
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nonrepresentational photography |
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output: |
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url: images/55.webp |
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- text: >- |
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Black and white photography in style by Bruce Davidson, fashion editorial, |
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dark haired woman of long exposure photography through artistic lens, |
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highres, realistic photo, professional photography, cinematic angle, dynamic |
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light back shining, bokeh |
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output: |
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url: images/33.webp |
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base_model: stabilityai/stable-diffusion-3.5-large |
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instance_prompt: photorealistic |
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license: creativeml-openrail-m |
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--- |
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# SD3.5-Large-Photorealistic-LoRA |
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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/SD3.5-Large-Photorealistic-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 & 1.5K | |
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| Epoch | 10 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 40 |
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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/SD3.5-Large-Photorealistic-LoRA", weight_name="Photorealistic-SD3.5-Large-LoRA.safetensors") |
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pipe.fuse_lora(lora_scale=1.0) |
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pipe.to("cuda") |
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prompt = "Man in the style of dark beige and brown, uhd image, youthful protagonists, nonrepresentational photography" |
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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 `photorealistic` to trigger the image generation. |
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You should use `photography` 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/SD3.5-Large-Photorealistic-LoRA/tree/main) them in the Files & versions tab. |
