metadata

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

Castor-Red-Dead-Redemption-2-Flux-LoRA

-- Dropping in honor of the sixth anniversary of RDR2. 🤠 --

Demoing rn :https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

Prompt
Red Dead Redemption 2, Captured on a vibrant red backdrop, a painting of a cowboy, holding a gun in his right hand. The cowboy, dressed in a black cowboy hat, is adorned with a white stripe down the center of his chest, adding a pop of color to the scene. Hes wearing a black and white striped shirt, a black jacket, and a black belt around his neck. His beard is neatly trimmed, and he has a black mustache and beard. His left hand is raised in the air, aiming the gun at the camera. To the right of the cowboy, a group of men on horses are visible, their heads turned to the right. They are dressed in dark clothing, and the background features a yellow circle with trees in the center.

Prompt
Red Dead Redemption 2, Against a shadowy, moonlit forest backdrop, a solitary cowboy leans against a towering pine tree, observing a distant campfire where silhouettes of outlaws are gathered. Dressed in a dark poncho, a wide-brimmed hat, and a bullet belt across his chest, he holds a rifle close to his side. His face is mostly hidden, but the glint in his eyes reveals a careful calculation. Mist curls around his feet as he quietly watches, waiting for the right moment to strike. The blue-gray hues of the night cast an eerie calm over the tense scene.

Prompt
Red Dead Redemption 2, Set against a warm, golden sunset, a lone cowboy stands under the arched shadows of a decaying ghost town. His figure is silhouetted, his hands resting calmly on his gun holsters as he watches the sun dip behind distant hills. He wears a wide-brimmed hat and a long duster that flaps gently in the breeze. Shadows stretch across the dusty street in front of him, and a tumbleweed rolls past, giving the scene an air of quiet anticipation and forgotten memories.

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

Model description

prithivMLmods/Castor-Red-Dead-Redemption-2-Flux-LoRA

Image Processing Parameters

Parameter	Value	Parameter	Value
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	22 & 2K
Epoch	12	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 19

Setting Up

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Castor-Red-Dead-Redemption-2-Flux-LoRA"
trigger_word = "Red Dead Redemption 2"  # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

App File Structure

/project-root/

├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py

Best Dimensions

512 X 512
1024 X 1024
768 X 1024

Trigger words 🧨

Trigger words: You should use Red Dead Redemption 2 to trigger the image generation.

prithivMLmods
/

Castor-Red-Dead-Redemption-2-Flux-LoRA