Update README.md

README.md

@@ -1,21 +1,75 @@
 ---
-base_model: unsloth/Qwen3-4B-Base
+base_model:
+- Qwen/Qwen3-8B
 tags:
-- text-generation-inference
 - transformers
-- unsloth
 - qwen3
+- R1
+- THİNK
 license: apache-2.0
 language:
 - en
 ---
 
-# Uploaded finetuned  model
+[<img src="https://i.imgur.com/vo0dm9p.jpeg" width="710"/>]()
+
+
+# Qwen3-R1 8B 🚀
+ 
+<div align="center">
+  
+[![Model Size](https://img.shields.io/badge/Model%20Size-8B-red)](https://huggingface.co/Ali-Yaser/Qwen3-R1-8B)
+[![License](https://img.shields.io/badge/License-Apache%20-green)](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md)
+[![Base Model](https://img.shields.io/badge/Base-Qwen3%20-orange)](https://huggingface.co/Qwen/Qwen3-8B)
+
+</div>
+
+## Model Description
+
+**Qwen3-R1 Series** is a specialized math and reansoning awnsers-focused fine-tuned version of Qwen3-8B Instruct, optimized for Math and hard question tasks. 
+
+
+
+## 📊 Model Details
 
 - **Developed by:** Ali-Yaser
-- **License:** apache-2.0
-- **Finetuned from model :** unsloth/Qwen3-4B-Base
+- **Model type:** GRPO thinker 
+- **Base Model:** Qwen/Qwen3-8B
+- **Model Size:** 8B parameters
+- **License:** Apache 2.0
+- **Language(s):** English
+- **Finetuned from:** Qwen3-8B
+
+## 🚀 Quick Start
+
+### Installation
+I use a vLLM
+
+```
+# Install vLLM from pip:
+pip install vllm
+```
+
+and lets download the model and run model
+```python
 
-This qwen3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+# Load and run the model:
+vllm serve "Ali-Yaser/Qwen3-R1-8B"
+```
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+and Run it this is example
+#
+```
+# Call the server using curl:
+curl -X POST "http://localhost:8000/v1/chat/completions" \
+	-H "Content-Type: application/json" \
+	--data '{
+		"model": "Ali-Yaser/Qwen3-R1-8B",
+		"messages": [
+			{
+				"role": "user",
+				"content": "1+434334434+10x22=?"
+			}
+		]
+	}'
+```