metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      Handpainted, sketchfab, a 3D rendering of a small wooden house, situated
      on a small island. The house is adorned with a red life preserver, adding
      a pop of color to the scene. The background is a light blue, creating a
      stark contrast to the house and the island.
    output:
      url: images/1.png
  - text: >-
      Handpainted, sketchfab, 3D, ured from a low-angle perspective on a gray
      background, a vibrant purple shotgun is seen in mid-flight. The gun has a
      silver body, a silver handle, and a brown leather handle. The handle is
      adorned with silver metal studs, adding a touch of color to the scene. The
      background is a solid gray, creating a stark contrast to the gun.
    output:
      url: images/2.png
  - text: >-
      Handpainted, sketchfab, a small model of a Japanese house is displayed
      against a purple backdrop. The house is adorned with a brown roof, a white
      sign with black letters, and Asian characters. Two small potted plants are
      placed in front of the house, adding a touch of color to the scene. The
      wall behind the house casts a shadow on the ground below the house.
    output:
      url: images/3.png
base_model: stabilityai/stable-diffusion-3.5-large
instance_prompt: Handpainted, sketchfab
license: creativeml-openrail-m

SD-3.5-Large-Handpainted-Sketchfab

Prompt
Handpainted, sketchfab, a 3D rendering of a small wooden house, situated on a small island. The house is adorned with a red life preserver, adding a pop of color to the scene. The background is a light blue, creating a stark contrast to the house and the island.

Prompt
Handpainted, sketchfab, 3D, ured from a low-angle perspective on a gray background, a vibrant purple shotgun is seen in mid-flight. The gun has a silver body, a silver handle, and a brown leather handle. The handle is adorned with silver metal studs, adding a touch of color to the scene. The background is a solid gray, creating a stark contrast to the gun.

Prompt
Handpainted, sketchfab, a small model of a Japanese house is displayed against a purple backdrop. The house is adorned with a brown roof, a white sign with black letters, and Asian characters. Two small potted plants are placed in front of the house, adding a touch of color to the scene. The wall behind the house casts a shadow on the ground below the house.

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/SD-3.5-Large-Handpainted-Sketchfab-3D-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	20 & 2K
Epoch	12	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 38

Setting up

import torch
from diffusers import StableDiffusion3Pipeline

pipe = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3.5-large", torch_dtype=torch.bfloat16)
pipe.load_lora_weights("prithivMLmods/SD-3.5-Large-Handpainted-Sketchfab-3D-LoRA", weight_name=" SD3.5-Large-Handpainted-Sketchfab.safetensors")
pipe.fuse_lora(lora_scale=1.0)
pipe.to("cuda")

prompt = "Handpainted, sketchfab, 3D, ured from a low-angle perspective on a gray background, a vibrant purple shotgun is seen in mid-flight. The gun has a silver body, a silver handle, and a brown leather handle. The handle is adorned with silver metal studs, adding a touch of color to the scene. The background is a solid gray, creating a stark contrast to the gun."
negative_prompt = "(lowres, low quality, worst quality)"

image = pipe(prompt=prompt,
             negative_prompt=negative_prompt
             num_inference_steps=24, 
             guidance_scale=4.0,
             width=960, height=1280,
            ).images[0]
image.save(f"example.jpg")

Trigger words

You should use Handpainted to trigger the image generation.

You should use sketchfab to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.