---
license: creativeml-openrail-m
base_model: runwayml/stable-diffusion-v1-5
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - diffusers
  - lora
inference: true
datasets:
  - iamkaikai/amazing_logos
pipeline_tag: text-to-image
---

This pipeline uses a LoRA model that has been finetuned from the **runwayml/stable-diffusion-v1-5** base model on the **iamkaikai/amazing_logos** dataset with Nvidia A6000.

- train_batch_size=14 
- gradient_accumulation_steps=30 
- max_train_steps=3000 
- learning_rate=1e-04 
- lr_scheduler="cosine" --lr_warmup_steps=2900 


#  
# Prompt Format
The prompt format is as follows:

```javascript
{template keywords} + [company name] + [concept & country] + {template keywords}
```

For example:
```text
Simple elegant logo for a **[Google]**, **[G circle United states]**, successful vibe, minimalist, thought-provoking, abstract, recognizable
```

The [concept & country] section can include words such as:
- lines
- circles
- triangles
- dot
- cross
- waves
- square
- letters (A-Z).

Here are some examples of prompts:

- Simple elegant logo for a Digital Art, **D A circle**, successful vibe, minimalist, thought-provoking, abstract, recognizable
- Simple elegant logo for a 3M Technology Products, **3 M lines United states**, successful vibe, minimalist, thought-provoking, abstract, recognizable
- Simple elegant logo for a 38Energy, **lines drop fire flame water**, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges

# Preview
![img_0](./preview.png)