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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: 'Xmas Realpix 3D, two women are standing in front of a decorated Christmas tree. The tree is adorned with a variety of red and gold ornaments, and lights. The woman on the left is wearing a black and white dress with a white belt around her waist, and her hair is styled in a ponytail. She is holding a red bow in her left hand, while her right hand is positioned on the tree. Both women are wearing black high-heeled boots, and their hair is short. The Christmas tree is standing on a tiled floor, and there are two presents on the floor to the right of the tree, one is wrapped in a white box and the other is wrapped up in a red box. The walls behind the tree are covered in dark red curtains, and the window behind the trees is covered in white glass panes.' |
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output: |
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url: images/4.png |
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- text: 'Xmas Realpix 3D, a cozy living room is lit by the warm glow of a fireplace. On the mantle above the fireplace, stockings with names written in glitter are hanging. A golden retriever wearing a red bow around its neck is lying on a plush rug in front of the fireplace. To the left of the dog, a wooden coffee table holds a plate of cookies and a glass of milk. A rocking chair with a knitted blanket draped over it is positioned to the right. The walls are decorated with fairy lights and garlands, adding a festive touch.' |
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output: |
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url: images/5.png |
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- text: 'Xmas Realpix 3D, a snowy village scene is bustling with activity. A group of carolers dressed in Victorian-style clothing is singing in front of a beautifully lit Christmas tree in the town square. The tree is adorned with golden baubles, red ribbons, and twinkling lights. Behind the carolers, a small bakery with a "Hot Cocoa" sign is visible, with steam rising from its chimney. Children are building a snowman to the left of the scene, while a horse-drawn sleigh carrying passengers is passing by in the background.' |
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output: |
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url: images/6.png |
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- text: 'Xmas Realpix 3D, a panda bear is seated on a red velvet armchair. The panda is adorned with black and white fur, and its eyes are black. To the left of the panda, a blue and white horse is standing on a wooden platform, and to the right of it, a red bag with the words "Celestial" written in white lettering is placed on the wooden platform. In the background, a large Christmas tree is decorated with pink flowers and white snowflakes, and a brick fireplace is visible in the background. The scene is lit by artificial lights, adding a festive touch to the scene.' |
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output: |
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url: images/1.png |
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- text: 'Xmas Realpix 3D, A close-up shot of a gingerbread house on a table. The house is made of gingerbread and has a white roof. There are two lollipops on the right side of the house. There is a small glass bowl on the left side. The mug is filled with hot chocolate. The background is blurred, but there is a christmas tree in the background. The tree is decorated with lights.' |
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output: |
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url: images/2.png |
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- text: 'Xmas Realpix 3D, a snowman is standing on a red sled in the snow. The sled is attached to the snowmans feet. The snowman, a small child, dressed in a blue jacket, and a red hat, is holding a stick in her hand. A fire hydrant is positioned to the right of the sled. A black street lamp is positioned on the snow-covered ground. A red house with a red door is in the background. The house is covered in snow, adding a touch of warmth to the scene.' |
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output: |
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url: images/3.png |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Xmas Realpix 3D |
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license: creativeml-openrail-m |
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--- |
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<Gallery /> |
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# Model description for Flux-Xmas-Realpix-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 | 23 & 2400 | |
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| Epoch | 16 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 18 |
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## Best Dimensions & Inference |
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| **Dimensions** | **Aspect Ratio** | **Recommendation** | |
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|-----------------|------------------|---------------------------| |
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| 1280 x 832 | 3:2 | Best | |
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| 1024 x 1024 | 1:1 | Default | |
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### Inference Range |
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- **Recommended Inference Steps:** 30–35 |
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## Setting Up |
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```python |
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import torch |
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from pipelines import DiffusionPipeline |
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base_model = "black-forest-labs/FLUX.1-dev" |
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pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16) |
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lora_repo = "strangerzonehf/Flux-Xmas-Realpix-LoRA" |
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trigger_word = "Xmas Realpix 3D" |
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pipe.load_lora_weights(lora_repo) |
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device = torch.device("cuda") |
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pipe.to(device) |
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``` |
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## Trigger words |
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You should use `Xmas Realpix 3D` 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](/strangerzonehf/Flux-Xmas-Realpix-LoRA/tree/main) them in the Files & versions tab. |
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