Update README.md

README.md

@@ -1,4 +1,3 @@
----
 base_model: stable-diffusion-v1-5/stable-diffusion-v1-5
 library_name: diffusers
 license: creativeml-openrail-m
@@ -11,24 +10,48 @@ tags:
 - diffusers-training
 - lora
 widget:
-- text: "a logo of coffee shop wit a cup of coffee under a framed arch, no text, modern, minimalist"
+- text: "a logo of a coffee shop with a cup of coffee under a framed arch, no text, modern, minimalist"
   output:
     url: >-
       images/example_qsl0b5zx5.png
-- text: "a logo of coffee shop wit a cup of coffee under a framed arch, no text, modern, minimalist"
+- text: "a minimalist coffee logo with a cup and a circular frame, clean lines, modern style"
   output:
     url: >-
       images/example_qsl0b5zx5.png
 ---
 
-<!-- This model card has been generated automatically according to the information the training script had access to. You
-should probably proofread and complete it, then remove this comment. -->
-
-
 # LoRA text2image fine-tuning - SedatAl/test-test-1
-These are LoRA adaption weights for stable-diffusion-v1-5/stable-diffusion-v1-5. The weights were fine-tuned on the logo-wizard/modern-logo-dataset dataset.
+
+These are LoRA adaptation weights for `stable-diffusion-v1-5/stable-diffusion-v1-5`. The weights were fine-tuned on the **logo-wizard/modern-logo-dataset** to produce modern, minimalist logos, particularly suited for branding and creative projects.
 
 ![img_0](./image_0.png)
 ![img_1](./image_1.png)
 ![img_2](./image_2.png)
 ![img_3](./image_3.png)
+
+### Model Details
+
+- **Base Model**: `stable-diffusion-v1-5`
+- **Library**: `diffusers`
+- **License**: `creativeml-openrail-m`
+- **Tags**: 
+  - `stable-diffusion`
+  - `stable-diffusion-diffusers`
+  - `text-to-image`
+  - `diffusers`
+  - `diffusers-training`
+  - `lora`
+
+### Dataset
+
+The model was trained on the [logo-wizard/modern-logo-dataset](https://huggingface.co/datasets/logo-wizard/modern-logo-dataset), containing 803 image-text pairs. Each pair includes a logo image and a descriptive text caption, optimized to produce clean, professional, and visually engaging logos.
+
+### Model Usage
+
+This LoRA model is intended for generating minimalist logos using descriptive text prompts. Ideal for creating structured compositions like framed or circular logos with a clean and modern style.
+
+### Example Widgets
+
+- **Modern Coffee Shop Logo**
+  ```plaintext
+  a logo of a coffee shop with a cup of coffee under a framed arch, no text, modern, minimalist