Realism - Engine
Collection
focused on realism • 5 items • Updated • 12
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("strangerzonehf/Realism-H6-Flux")
prompt = "Realism H6, a young woman with dark brown hair and brown eyes stands against a stark white backdrop. She is dressed in a bright yellow polka dotted dress, adorned with blue polka dots. Her hair is pulled back, cascading down her shoulders, framing her face. Her lips, painted a vibrant shade of pink, is adorned with tiny black dots, adding a touch of contrast to her yellow dress."
image = pipe(prompt).images[0]
Realism-H6-Flux
- Prompt
- Realism H6, a young woman with dark brown hair and brown eyes stands against a stark white backdrop. She is dressed in a bright yellow polka dotted dress, adorned with blue polka dots. Her hair is pulled back, cascading down her shoulders, framing her face. Her lips, painted a vibrant shade of pink, is adorned with tiny black dots, adding a touch of contrast to her yellow dress.
- Prompt
- Realism H6, Woman in a red jacket, snowy, in the style of hyper-realistic portraiture, caninecore, mountainous vistas, timeless beauty, palewave, iconic, distinctive noses --ar 72:101 --stylize 750 --v 6
- Prompt
- Realism H6, Captured at eye-level, a close-up portrait of a woman with long brown hair, a black sweater with white polka dots on it, is positioned in front of a blue wall. The womans face is angled slightly to the right, her lips are slightly parted, and her eyes are slightly open. Her hair cascades over her shoulders, adding a touch of warmth to her face.
- Prompt
- Realism H6, a close-up shot of a mans face features a neutral expression. The mans eyes are a piercing blue, and his hair is a rich brown, with a few wispy bangs. His eyebrows are a darker shade of brown, adding a touch of texture to his face. He is dressed in a black blazer, a black t-shirt, and a black collared shirt. The backdrop is a stark white, creating a stark contrast to the mans attire.
Model description for Realism-H6-Flux
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 | 23 & 3990 |
| Epoch | 33 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 37
Best Dimensions & Inference
| Dimensions | Aspect Ratio | Recommendation |
|---|---|---|
| 1280 x 832 | 3:2 | Best |
| 1024 x 1024 | 1:1 | Default |
Inference Range
- Recommended Inference Steps: 30–35
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 = "strangerzonehf/Realism-H6-Flux"
trigger_word = "Realism H6"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use Realism H6 to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
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Model tree for strangerzonehf/Realism-H6-Flux
Base model
black-forest-labs/FLUX.1-dev