| --- |
| base_model: Qwen/Qwen3-4B-Instruct-2507 |
| tags: |
| - transformers |
| - qwen3 |
| license: apache-2.0 |
| language: |
| - en |
| library_name: transformers |
| --- |
| |
| ## Model details |
| This model is fine-tuned from Qwen3-4B-Instruct using a custom reinforcement learning (RL) framework that rewards the model for producing solutions passing automated test cases — similar to the process of programming task evaluation on LeetCode. |
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| <p align="center"> |
| <img src="https://cdn-uploads.huggingface.co/production/uploads/65905af887944e494e37e09a/s4drmYGEYWZyt2ZUkxIpI.png" width="300"> |
| </p> |
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| Instead of relying on labeled ground truth answers, the model learns through test-case-based rewards, promoting generalization and reasoning ability in algorithmic problem-solving. |
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| > This is an experimental model |
