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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: 'happy halloween, An animated image of a black bat sitting on top of a jack-o-lantern. The background is a vibrant orange, and there are white ghosts in the background. Above the bat, there is a text that reads "HAPPY HALLOWEEN" in black letters. The bat has a black face with yellow eyes and a black tail.' |
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output: |
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url: images/hw1.webp |
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- text: 'happy halloween, Captured at eye-level on a vibrant day, a spooky Halloween scene features a jack-o-lantern in the center of the frame, adorned with a pointed black hat. The pumpkins face is glowing with glowing orange lights, adding a touch of warmth to the scene. The scene is set in a field of tall, dry grass, with tall twigs sticking out of the ground. In the background, a forest of tall trees can be seen, adding depth to the composition.' |
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output: |
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url: images/hw2.webp |
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- text: 'At the edge of a foggy graveyard, a Halloween scene unfolds with a lone carved pumpkin resting on a stone bench, its face glowing with flickering candlelight. The pumpkin sits beside a cluster of dried flowers, and a ghostly white sheet flutters from a nearby tree branch. A row of aged tombstones stretches into the background, partially hidden by the mist that blankets the ground, giving the scene an eerie and timeless atmosphere.' |
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output: |
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url: images/hw3.webp |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: happy halloween |
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license: creativeml-openrail-m |
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--- |
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# Castor-Happy-Halloween-Flux-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/Castor-Happy-Halloween-Flux-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 & 1400 | |
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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 : 19 |
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## Setting Up |
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``` |
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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 = "prithivMLmods/Castor-Happy-Halloween-Flux-LoRA" |
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trigger_word = "happy halloween" # Leave trigger_word blank if not used. |
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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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## App File Structure |
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/project-root/ |
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├── .gitattributes |
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├── README.md |
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├── app.py |
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├── pythonproject.py |
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# Best Dimensions |
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- 512 X 512 |
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- 1024 X 1024 |
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- 768 X 1024 |
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## Trigger words 🧨 |
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> [!WARNING] |
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> **Trigger words:** You should use `happy halloween` 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/Castor-Happy-Halloween-Flux-LoRA/tree/main) them in the Files & versions tab. |
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