Update README.md

README.md

@@ -12,13 +12,44 @@ datasets:
  - iamkaikai/amazing_logos
 pipeline_tag: text-to-image
 ---
-# Prompt format
-[template keywords] + [company name] + [concept & country] + [template keywords]
 
-example: {Simple elegant logo for a} [Google], [G circle United states], {successful vibe, minimalist, thought-provoking, abstract, recognizable}
+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.
 
-- 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 United states, successful vibe, minimalist, thought-provoking, abstract, recognizable
-- Simple elegant logo for a 38Energy, Circle Dot Drop Fire Flame United kingdom Water, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges
+- 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, **Circle Dot Drop Fire Flame United kingdom Water**, successful vibe, minimalist, thought provoking, abstract, recognizable, relatable, sharp, vector art, even edges
+
+# Preview
 ![img_0](./preview.png)