README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- stable-diffusion-3.5-large
- 3D-Handpainted-Sketchfab
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

<Gallery />

**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

```python
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](/prithivMLmods/SD-3.5-Large-Handpainted-Sketchfab-LoRA/tree/main) them in the Files & versions tab.