Casual Pencil

- Prompt
- Casual Pencil, A black and white sketch of a woman sitting at a round table. The woman is wearing a hooded sweatshirt with a hood on her head and a black scarf around her neck. She is sitting on a stool with her legs crossed. There is a cup with a straw in it on the table in front of her. The table has a black base with four legs. The background is plain white.

- Prompt
- Casual Pencil, A black and white sketch of a man sitting at a round table. The man is wearing a short sleeve shirt and white pants. He is sitting on a stool with his legs crossed. The table is made of wood and has a black metal base. There is a glass on top of the table with a white cup on it. The background is a solid white color.

- Prompt
- Casual Pencil, A black and white sketch of a man and woman sitting at a table. The man is wearing a baseball cap, a long sleeve shirt and pants. He is holding a bowl in his hands. The woman is holding an object in her hand. She is looking at the man with a smile on her face. The table is in front of them with a few objects on it.

- Prompt
- Casual Pencil, A black and white drawing of a woman sitting at a round table. The woman is wearing a long skirt with a black belt around her waist. She is sitting on a stool with her left hand on her hip. Her right hand is resting on her head. Her mouth is slightly open and her eyes are closed. Her hair is tied up in a bun. The table has a glass of water on it. The background is a plain white.

- Prompt
- Casual Pencil – A black and white sketch of a young couple sitting across from each other at a small round café table. The man is wearing a hoodie with the sleeves rolled up, holding a fork in one hand and a sandwich in the other. The woman is wearing a long-sleeved blouse with a high collar and is sipping from a tall glass with a straw. Their expressions are relaxed as they gaze at each other. The background is left blank.

- Prompt
- Casual Pencil – A black and white sketch of a man sitting at a dimly lit bar table. He is wearing a leather jacket over a plain t-shirt, with his hands wrapped around a glass tumbler. His expression is contemplative as he looks down at the drink. A pack of cigarettes and a lighter sit on the table. The background is shadowy with a hint of a bar counter.
Model description for Casual-Pencil-Pro
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 | 25 & 3400 |
Epoch | 25 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 33
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/Casual-Pencil-Pro"
trigger_word = "Casual Pencil"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use Casual Pencil
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/Casual-Pencil-Pro
Base model
black-forest-labs/FLUX.1-dev