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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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- flux |
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- flux-dev |
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- gta |
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- theme |
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- visualdesign |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: GTA 6 Theme, World of GTA 6 |
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license: creativeml-openrail-m |
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--- |
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# Castor-Gta6-Theme-Flux-LoRA |
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| **Prompt** | |
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|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| World of GTA 6, Captured at eye-level on a high-angle shot of a highway at sunset. The sky is a vibrant pink, with a few wispy clouds scattered across the sky. The sun is setting, casting a warm glow over the scene. In the foreground, a bridge stretches over a body of water, dotted with trees and a few cars. The bridge is adorned with a white truck with a red sign on the side, adding a pop of color to the scene to the image, GTA 6 Theme | |
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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-Gta6-Theme-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 | 15 & 1K | |
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| Epoch | 10 | Save Every N Epochs | 1 | |
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Labeling: florence2-en(natural language & English) |
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Total Images Used for Training : 15+ [ Hi-RES ] |
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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-Gta6-Theme-Flux-LoRA" |
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trigger_word = "World of GTA 6, GTA 6 Theme" # 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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## Trigger words |
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You should use `GTA 6 Theme` to trigger the image generation. |
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You should use `World of GTA 6` 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-Gta6-Theme-Flux-LoRA/tree/main) them in the Files & versions tab. |
