---
datasets:
- logo-wizard/modern-logo-dataset
tags:
- text-to-image
- lora
- stable-diffusion
pipeline_tag: text-to-image
license: creativeml-openrail-m
---
# INFO
This is checkpoint based on [stabilityai/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1/blob/main/v2-1_768-nonema-pruned.safetensors) and [logo-wizard/logo-diffusion](https://huggingface.co/logo-wizard/logo-diffusion). The weights were fine-tuned on the [logo-wizard/modern-logo-dataset](https://huggingface.co/datasets/logo-wizard/modern-logo-dataset) dataset. You can find some example images in the following. 

# Best practices
We recommend using this model with the following prompt template:  
**positive:** f"a logo of {company industry}, {some objects}, {colors}, modern, minimalism, vector art, 2d, best quality, centered"  
**negative:** "low quality, worst quality, bad composition, extra digit, fewer digits, text, inscription, watermark, label, asymmetric"  
  
Some other recommendations:  
**num_inference_steps** = *30*  
**guidance_scale** = *7.5*  
**height** = *768*  
**width** = *768*
**scheduler** = diffusers.EulerAncestralDiscreteScheduler (used by default)

![results](./results.png)