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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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- Red Dead Redemption 2 |
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- RDR2 |
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- Flux |
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- Art |
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- Visual-Design |
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- LoRA |
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widget: |
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- text: >- |
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Red Dead Redemption 2, Captured on a vibrant red backdrop, a painting of a |
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cowboy, holding a gun in his right hand. The cowboy, dressed in a black |
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cowboy hat, is adorned with a white stripe down the center of his chest, |
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adding a pop of color to the scene. Hes wearing a black and white striped |
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shirt, a black jacket, and a black belt around his neck. His beard is neatly |
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trimmed, and he has a black mustache and beard. His left hand is raised in |
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the air, aiming the gun at the camera. To the right of the cowboy, a group |
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of men on horses are visible, their heads turned to the right. They are |
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dressed in dark clothing, and the background features a yellow circle with |
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trees in the center. |
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output: |
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url: images/rdr12.webp |
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- text: >- |
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Red Dead Redemption 2, Against a shadowy, moonlit forest backdrop, a |
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solitary cowboy leans against a towering pine tree, observing a distant |
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campfire where silhouettes of outlaws are gathered. Dressed in a dark |
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poncho, a wide-brimmed hat, and a bullet belt across his chest, he holds a |
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rifle close to his side. His face is mostly hidden, but the glint in his |
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eyes reveals a careful calculation. Mist curls around his feet as he quietly |
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watches, waiting for the right moment to strike. The blue-gray hues of the |
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night cast an eerie calm over the tense scene. |
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output: |
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url: images/rdr11.webp |
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- text: >- |
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Red Dead Redemption 2, Set against a warm, golden sunset, a lone cowboy |
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stands under the arched shadows of a decaying ghost town. His figure is |
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silhouetted, his hands resting calmly on his gun holsters as he watches the |
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sun dip behind distant hills. He wears a wide-brimmed hat and a long duster |
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that flaps gently in the breeze. Shadows stretch across the dusty street in |
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front of him, and a tumbleweed rolls past, giving the scene an air of quiet |
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anticipation and forgotten memories. |
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output: |
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url: images/rdr13.webp |
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base_model: black-forest-labs/FLUX.1-dev |
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instance_prompt: Red Dead Redemption 2 |
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license: apache-2.0 |
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--- |
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# Castor-Red-Dead-Redemption-2-Flux-LoRA |
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-- Dropping in honor of the sixth anniversary of RDR2. 🤠 -- |
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Demoing rn :https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC |
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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-Red-Dead-Redemption-2-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 | 22 & 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 : 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-Red-Dead-Redemption-2-Flux-LoRA" |
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trigger_word = "Red Dead Redemption 2" # 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 `Red Dead Redemption 2` 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-Red-Dead-Redemption-2-Flux-LoRA/tree/main) them in the Files & versions tab. |
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## SDXL LoRA |
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🤠: https://huggingface.co/prithivMLmods/Canopus-Red-Dead-Minimalize-LoRA |
