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--- |
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tags: |
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- text-to-image |
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- stable-diffusion |
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- lora |
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- diffusers |
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- template:sd-lora |
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- StableDiffusionXLPipeline |
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- Inference Endpoints |
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- sdxl |
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- realism |
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- tensorart |
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- face-diffusion |
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widget: |
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- text: >- |
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A man dressed in sunglasses and brown jacket, in the style of cypherpunk, |
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timeless beauty, exacting precision, uhd image, aleksandr deyneka, matte |
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background, leather/hide --ar 67:101 --v 5 |
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output: |
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url: images/1.png |
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- text: >- |
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A studio portrait of a brunette model wearing a dress in front of a natural |
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background --v 6.0 --style raw |
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output: |
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url: images/2.png |
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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 |
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output: |
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url: images/3.png |
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base_model: stabilityai/stable-diffusion-xl-base-1.0 |
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datasets: |
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- prithivMLmods/Canopus-Realism-Minimalist |
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instance_prompt: PhotoRealism |
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license: creativeml-openrail-m |
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--- |
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# Canopus Photo Realism |
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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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## Working Demo Canopus-Realism |
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| Parameter | Description | |
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|---------------------|------------------------------------------------------| |
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| **Space Name** | Canopus-Realism | |
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| **Hosted on** | [⚡Hugging Face Spaces⚡](https://huggingface.co/spaces/prithivMLmods/Canopus-Realism) | |
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| **Default Theme** | Light by Defalut / Can be altered | |
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| **Description** | Canopus-Realism provides realistic image generation capabilities with a focus on high-quality outputs. | |
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## Model description |
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Canopus Photo Realism - 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 | 20 | |
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| Epoch | 20 | Save Every N Epochs | 1 | |
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## SETTING-UP |
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```py |
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pipe = StableDiffusionXLPipeline.from_pretrained( |
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"-------------xxxxxxxxx----------", |
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torch_dtype=torch.float16, |
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use_safetensors=True, |
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) |
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(or) |
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----------------------------------------------------------- |
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pipe = StableDiffusionXLPipeline.from_pretrained( |
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"stabilityai/stable-diffusion-xl-base-1.0", |
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torch_dtype=torch.float16, |
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use_safetensors=True, |
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) |
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pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config) |
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pipe.load_lora_weights("prithivMLmods/Canopus-Realism-LoRA", weight_name="Canopus-Realism-LoRA.safetensors", adapter_name="rlms") |
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pipe.set_adapters("rlms") |
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pipe.to("cuda") |
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``` |
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## Trigger prompts |
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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 |
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A studio portrait of a brunette model wearing a dress in front of a natural background --v 6.0 --style raw |
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Man in the style of dark beige and brown, uhd image, youthful protagonists, nonrepresentational |
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| Parameter | Value | |
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|-----------------|---------------------------------------------------------------------------------------| |
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| 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 | |
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| Sampler | euler | |
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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/Canopus-Realism-LoRA/tree/main) them in the Files & versions tab. |
