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README.md

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-license: apache-2.0
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+## Introduction
+Qwen2.5-32B-DialogueReason is a dialogue-based reasoning model built on Qwen2.5-32B-Base.  
+We train the model using [Open-Reasoner-Zero](https://github.com/Open-Reasoner-Zero/Open-Reasoner-Zero) data through rule-based reinforcement learning.  
+
+## 🧠 Key Features
+- Qwen2.5-32B-Base as the foundation.
+- Use Rule-Based RL to achieve dialogue reasoning.
+- With dynamic agent initialization to adapt to various scenarios.
+- With flexible environment configuration to set up task-specific contexts.
+- With multi-turn dialogue reasoning to incrementally solve problems.