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  - Nanbeige/Nanbeige4-3B-Base
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- <img src="figures/nbg.png" width="220" alt="Nanbeige Logo">
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  Nanbeige4.1-3B is built upon Nanbeige4-3B-Base and represents an enhanced iteration of our previous reasoning model, Nanbeige4-3B-Thinking-2511, achieved through further post-training optimization with supervised fine-tuning (SFT) and reinforcement learning (RL). As a highly competitive open-source model at a small parameter scale, Nanbeige4.1-3B illustrates that compact models can simultaneously achieve robust **reasoning**, **preference alignment**, and **effective agentic behaviors**.
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  <div align="center">
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- <img src="figures/model_performance_comparison.png">
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  Specifically, Nanbeige4.1-3B exhibits the following key strengths:
 
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  - Nanbeige/Nanbeige4-3B-Base
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  <div align="center">
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+ <img src="https://huggingface.co/Nanbeige/Nanbeige4.1-3B/resolve/main/figures/nbg.png" width="220" alt="Nanbeige Logo">
 
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  </div>
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  Nanbeige4.1-3B is built upon Nanbeige4-3B-Base and represents an enhanced iteration of our previous reasoning model, Nanbeige4-3B-Thinking-2511, achieved through further post-training optimization with supervised fine-tuning (SFT) and reinforcement learning (RL). As a highly competitive open-source model at a small parameter scale, Nanbeige4.1-3B illustrates that compact models can simultaneously achieve robust **reasoning**, **preference alignment**, and **effective agentic behaviors**.
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  <div align="center">
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+ <img src="https://huggingface.co/Nanbeige/Nanbeige4.1-3B/resolve/main/figures/model_performance_comparison.png" width="800" alt="Model Performance Comparison">
 
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  </div>
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  Specifically, Nanbeige4.1-3B exhibits the following key strengths: