Update README.md

README.md

@@ -14,24 +14,7 @@ inference: true
     
 # Text-to-image finetuning - iamkaikai/amazing-logos
 
-This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **iamkaikai/amazing_logos_v2** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['Simple elegant logo for Digital Art, D A Square Symmetrical, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white']: 
-
-![val_imgs_grid](./val_imgs_grid.png)
-
-
-## Pipeline usage
-
-You can use the pipeline like so:
-
-```python
-from diffusers import DiffusionPipeline
-import torch
-
-pipeline = DiffusionPipeline.from_pretrained("iamkaikai/amazing-logos", torch_dtype=torch.float16)
-prompt = "Simple elegant logo for Digital Art, D A Square Symmetrical, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white"
-image = pipeline(prompt).images[0]
-image.save("my_image.png")
-```
+This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **iamkaikai/amazing_logos_v2** dataset. 
 
 ## Training info
 
@@ -45,4 +28,52 @@ These are the key hyperparameters used during training:
 * Mixed-precision: fp16
 
 
-More information on all the CLI arguments and the environment are available on your [`wandb` run page](https://wandb.ai/iam-kai-kai/text2image-fine-tune/runs/36y6uxai).
+
+![preview](./grid-0008.jpg)
+
+
+## Prompt Format
+The prompt format is as follows:
+
+```javascript
+{template keywords} + [company name] + [concept & country] + {template keywords}
+```
+
+For example:
+```text
+Simple elegant logo for **[Google]**, **[G circle United states]**, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white
+```
+
+The [concept & country] section can include words such as:
+- lines
+- circles
+- triangles
+- dot
+- crosses
+- waves
+- square
+- letters (A-Z)
+- 3D
+- Angled
+- Arrows
+- cube
+- Diamond
+- Hexagon
+- Loops
+- outline
+- ovals
+- rectangle
+- reflection
+- rings
+- round
+- semicircle
+- spiral
+- woven
+- stars
+
+Here are some examples of prompts:
+
+- Simple elegant logo for Digital Art, **D A circle**, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white
+- Simple elegant logo for 3M Technology Products, **3 M square United states**, successful vibe, minimalist, thought-provoking, abstract, recognizable, black and white
+- Simple elegant logo for 38Energy, **lines drop fire flame water**, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges, black and white
+```