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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: 'Anime Xmas: A cute anime boy with messy dark brown hair and glasses, wearing a green sweater with a reindeer pattern. He is sitting under a decorated Christmas tree, wrapping a gift with golden ribbon. A small white cat wearing a tiny red Santa hat is curled up beside him, adding a playful touch to the scene.' |
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output: |
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url: images/4.png |
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- text: 'Anime Xmas: A cheerful anime girl with short silver hair and blue eyes, wearing a cozy white sweater with red and green Christmas patterns. She has a red Santa hat tilted to the side and is holding a steaming mug of hot cocoa topped with marshmallows. In the background, a fireplace decorated with stockings and fairy lights adds a warm, festive atmosphere.' |
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output: |
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url: images/5.png |
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- text: 'Anime Xmas: A cozy anime family portrait of a mother, father, and two kids sitting by the Christmas tree. The mother wears a red cardigan and white scarf, while the father has a green sweater with snowmen on it. The kids, wearing matching reindeer pajamas, excitedly hold a shiny gold star ready to place on top of the tree.' |
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output: |
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url: images/6.png |
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- text: 'Anime Xmas, An animated image of a girl with long blonde hair and brown eyes. She is dressed in a red and white Christmas outfit, with a white Santa hat on her head. The girl is holding a gift in her right hand, and her left hand is wrapped in a white napkin. The background is a bright white, creating a stark contrast to the girls outfit.' |
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output: |
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url: images/1.png |
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- text: 'Anime Xmas, A cartoon drawing of Santa Claus with long white hair and a red Santa hat. The Santa Claus is wearing a red dress with a white scarf around its neck. There is a candy cane on the right side of the Santa Clauss chest. There are three white balls hanging from the scarf. A red and white candy cane is hanging from a brown door. A yellow star is hanging on the door.' |
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output: |
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url: images/2.png |
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- text: 'Anime Xmas, two cartoon characters are standing side-by-side. The character on the left is wearing a red t-shirt with white snowflakes on it, and a red Santa hat on his head. He has red eyes and a frown on his face. His eyes are squinted, and his mouth is slightly open. His head is turned to the right, and he has green eyes, a white beard, and black hair. His hat is adorned with a white fluffy pom-pom, and the cap has a white pom pom on it. His outfit is a festive red and green outfit, adorned with white fur trim. In the background, a Christmas tree can be seen, adding a festive touch 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: Anime Xmas |
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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-Anime-Xmas-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 | 27 & 3100 | |
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| Epoch | 18 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 22 |
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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-Anime-Xmas-LoRA" |
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trigger_word = "Anime Xmas" |
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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 `Anime Xmas` 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-Anime-Xmas-LoRA/tree/main) them in the Files & versions tab. |
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