strangerzonehf/Casual-Pencil-Pro

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.