Assets

README.md

@@ -13,12 +13,14 @@ tags:
 - reasoning
 - math
 - tutoring
+base_model:
+- Qwen/Qwen3-4B-Thinking-2507
 ---
 
 # Hebrew Math Tutor
 
 <p align="center">
-  <img src="tutor-illustration.png" width="600"/>
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/62d93cd728f9c86a4031562e/YxvxPWRpINziJaAftl4XE.png" width="600"/>
 </p>
 
 **Hebrew Math Tutor** is a specialized mathematical reasoning model that provides step-by-step solutions to math problems in Hebrew. Built on Qwen3-4B-Thinking-2507, this model bridges the gap between advanced AI mathematical capabilities and Hebrew-language education.
@@ -185,7 +187,7 @@ print(out[0]["generated_text"])
 ## Demo Interface
 
 <p align="center">
-    <img src="demo.png" width="600"/>
+    <img src="https://cdn-uploads.huggingface.co/production/uploads/62d93cd728f9c86a4031562e/tbOIu47QLmja_z-Ce20a2.png" width="600"/>
     <br>
     <em>Example Streamlit interface showing Hebrew Math Tutor providing step-by-step reasoning. The detailed reasoning can be collapsed for cleaner presentation.</em>
 </p>
@@ -268,4 +270,4 @@ If you use Hebrew Math Tutor in your research or applications, please cite:
 
 ---
 
-*Hebrew Math Tutor represents a step forward in making advanced mathematical AI accessible across languages. We encourage responsible use and welcome community feedback to improve multilingual mathematical reasoning capabilities.*
+*Hebrew Math Tutor represents a step forward in making advanced mathematical AI accessible across languages. We encourage responsible use and welcome community feedback to improve multilingual mathematical reasoning capabilities.*