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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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- collage |
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- wallpaper |
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- vibrant |
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- multiple-panels |
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widget: |
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- text: >- |
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A vibrant red spiderman is depicted in a collage of multiple panels. The |
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background is a vibrant orange, adding a pop of color to the scene. The |
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spidermans suit is a deep red, with a white stripe running down the center |
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of his chest. His eyes are large, white, and his mouth is slightly open. His |
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hands are positioned in a way that he is facing towards the right side of |
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the frame. The entire frame is black, creating a striking contrast with the |
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red and orange background. |
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output: |
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url: images/C1.webp |
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- text: >- |
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A vibrant, black-suited Batman is depicted in a collage of multiple panels. |
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The background is a deep, intense blue, adding a dramatic tone to the scene. |
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Batmans suit is a rich black with a dark gray bat symbol on his chest. His |
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eyes are narrow and white, and his mouth is set in a serious expression. His |
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cape flows around him, and he is facing toward the right side of the frame, |
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giving a sense of movement. The entire frame is outlined in dark gray, |
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creating a bold contrast with the dark suit and blue background. |
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output: |
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url: images/C2.webp |
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- text: >- |
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A vibrant, red-suited Deadpool is depicted in a collage of multiple panels. |
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The background is a bold, electric yellow, adding an energetic vibe to the |
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scene. Deadpool’s suit is a striking red with black patches around his eyes |
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and across his torso, creating a dynamic look. His eyes are expressive and |
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white, and his mouth is curved into a mischievous smirk. His hands are |
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positioned confidently, holding one of his katanas, and he is facing toward |
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the right side of the frame, exuding a playful, yet intense energy. The |
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entire frame is outlined in black, creating a sharp contrast with the red |
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suit and vibrant yellow background. |
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output: |
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url: images/L3.webp |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: collage |
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license: creativeml-openrail-m |
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--- |
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# Castor-Collage-Dim-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-Collage-Dim-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 | 28 & 3.2k | |
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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 : 27 |
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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-Collage-Dim-Flux-LoRA" |
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trigger_word = "collage" # 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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## Sample Image + Prompt |
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| **Prompt** | |
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|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| A dynamic scene from GTA (Grand Theft Auto) is depicted in a collage of multiple panels. The background is a gritty, urban cityscape with neon lights casting vibrant shades of purple, blue, and orange, capturing the chaotic energy of the city at night. A character in casual streetwear, holding a bag of cash in one hand and a weapon in the other, stands confidently, slightly facing the right side of the frame. The character has a focused expression, exuding a sense of rebellion and risk. The entire frame is outlined in dark gray, creating a bold contrast with the vibrant city lights and shadowed streets, evoking the intense, action-packed vibe of GTA. | |
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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 `collage` 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-Collage-Dim-Flux-LoRA/tree/main) them in the Files & versions tab. |
