metadata
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: >-
smiley portrait, captured at eye-level, a close-up portrait of a young man
with dark brown curly hair, smiling and giving a pose into the camera. He
is wearing a blue, white, and orange soccer jersey, adorned with a patch
that reads "LORD HOME BLAND STICK RLC" in white letters. The backdrop is a
vibrant orange, adding a pop of color to the scene.
output:
url: images/1.png
- text: >-
smiley portrait, a close-up shot of a woman with long brown hair and a
green headband on her head. She is smiling, her eyes are closed, her mouth
is slightly open, her teeth are white, and her lips are a vibrant shade of
red. The background is blurred, with a hill in the distance. The sky is a
clear blue.
output:
url: images/2.png
- text: >-
smiley portrait, captured from a high-angle, eye-level perspective, a
young woman with blonde hair, wearing a pink, blue, and orange striped
sweater, is smiling and giving a pose into the camera. She is wearing a
ring on her nose, adding a pop of color to her face. Her lips are painted
pink, her teeth are white, and her fingernails are painted a light pink
shade. Her hands are positioned in front of her face, adding texture to
the composition. The background is a stark white, creating a stark
contrast to the womans outfit.
output:
url: images/3.png
- text: >-
smiley portrait, a young Asian woman with dark brown hair, wearing a gray
jacket with a red, blue, and green accents. She is wearing a green,
maroon, and yellow knitted scarf around her neck. The jacket has two black
buttons on the left side of the jacket. The backdrop is a light gray wall.
output:
url: images/4.png
- text: ' Smiley Portrait, captured from a close-up perspective, a young man with short blonde hair is smiling broadly into the camera. He is wearing a navy blue turtleneck sweater with a silver watch on his wrist, which is slightly visible as he rests his chin on his hand. The background is a vibrant green, enhancing the freshness of the scene.'
output:
url: images/5.png
- text: >-
Smiley Portrait, captured at eye-level, a young man with dark brown wavy
hair and stubble is smiling warmly into the camera. He is wearing a light
gray hoodie layered under a black leather jacket. His hands are tucked
into his pockets, and a silver ring is visible on his index finger. The
background is a vibrant blue wall with a few white graffiti patterns.
output:
url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: smiley portrait
license: creativeml-openrail-m
- Prompt
- smiley portrait, captured at eye-level, a close-up portrait of a young man with dark brown curly hair, smiling and giving a pose into the camera. He is wearing a blue, white, and orange soccer jersey, adorned with a patch that reads "LORD HOME BLAND STICK RLC" in white letters. The backdrop is a vibrant orange, adding a pop of color to the scene.
- Prompt
- smiley portrait, a close-up shot of a woman with long brown hair and a green headband on her head. She is smiling, her eyes are closed, her mouth is slightly open, her teeth are white, and her lips are a vibrant shade of red. The background is blurred, with a hill in the distance. The sky is a clear blue.
- Prompt
- smiley portrait, captured from a high-angle, eye-level perspective, a young woman with blonde hair, wearing a pink, blue, and orange striped sweater, is smiling and giving a pose into the camera. She is wearing a ring on her nose, adding a pop of color to her face. Her lips are painted pink, her teeth are white, and her fingernails are painted a light pink shade. Her hands are positioned in front of her face, adding texture to the composition. The background is a stark white, creating a stark contrast to the womans outfit.
- Prompt
- smiley portrait, a young Asian woman with dark brown hair, wearing a gray jacket with a red, blue, and green accents. She is wearing a green, maroon, and yellow knitted scarf around her neck. The jacket has two black buttons on the left side of the jacket. The backdrop is a light gray wall.
- Prompt
- Smiley Portrait, captured from a close-up perspective, a young man with short blonde hair is smiling broadly into the camera. He is wearing a navy blue turtleneck sweater with a silver watch on his wrist, which is slightly visible as he rests his chin on his hand. The background is a vibrant green, enhancing the freshness of the scene.
- Prompt
- Smiley Portrait, captured at eye-level, a young man with dark brown wavy hair and stubble is smiling warmly into the camera. He is wearing a light gray hoodie layered under a black leather jacket. His hands are tucked into his pockets, and a silver ring is visible on his index finger. The background is a vibrant blue wall with a few white graffiti patterns.
Model description for Flux-Smiley-Portrait-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 | 28 & 3880 |
| Epoch | 20 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 45
Best Dimensions & Inference
| Dimensions | Aspect Ratio | Recommendation |
|---|---|---|
| 1280 x 832 | 3:1 | Compatible |
| 1024 x 1024 | 1:1 | Default |
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/Flux-Smiley-Portrait-LoRA"
trigger_word = "smiley portrait"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use smiley portrait to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.