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@@ -21,6 +21,7 @@ license_link: https://github.com/Tencent-Hunyuan/Hunyuan-A13B/blob/main/LICENSE
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  🖥️&nbsp;<a href="https://llm.hunyuan.tencent.com/" style="color: red;"><b>Official Website</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;
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  🕖&nbsp;<a href="https://cloud.tencent.com/product/hunyuan"><b>HunyuanAPI</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;
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  🕹️&nbsp;<a href="https://hunyuan.tencent.com/?model=hunyuan-a13b"><b>Demo</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;
 
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  </p>
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  <p align="center">
@@ -80,17 +81,16 @@ Note: The following benchmarks are evaluated by TRT-LLM-backend
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  Hunyuan-A13B-Instruct has achieved highly competitive performance across multiple benchmarks, particularly in mathematics, science, agent domains, and more. We compared it with several powerful models, and the results are shown below.
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- | Topic | Bench | OpenAI-o1-1217 | DeepSeek R1 | Qwen3-A22B | Hunyuan-A13B-Instruct |
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- |:-------------------:|:------------------------------------------------------------:|:-------------:|:------------:|:-----------:|:---------------------:|
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- | **Mathematics** | AIME 2024<br>AIME 2025<br>MATH | 74.3<br>79.2<br>96.4 | 79.8<br>70<br>94.9 | 85.7<br>81.5<br>94.0 | 87.3<br>76.8<br>94.3 |
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- | **Science** | GPQA-Diamond<br>OlympiadBench | 78<br>83.1 | 71.5<br>82.4 | 71.1<br>85.7 | 71.2<br>82.7 |
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- | **Coding** | Livecodebench<br>Fullstackbench<br>ArtifactsBench | 63.9<br>64.6<br>38.6 | 65.9<br>71.6<br>44.6 | 70.7<br>65.6<br>44.6 | 63.9<br>67.8<br>43 |
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- | **Reasoning** | BBH<br>DROP<br>ZebraLogic | 80.4<br>90.2<br>81 | 83.7<br>92.2<br>78.7 | 88.9<br>90.3<br>80.3 | 89.1<br>91.1<br>84.7 |
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- | **Instruction<br>Following** | IF-Eval<br>SysBench | 91.8<br>82.5 | 88.3<br>77.7 | 83.4<br>74.2 | 84.7<br>76.1 |
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- | **Text<br>Creation**| LengthCtrl<br>InsCtrl | 60.1<br>74.8 | 55.9<br>69 | 53.3<br>73.7 | 55.4<br>71.9 |
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- | **NLU** | ComplexNLU<br>Word-Task | 64.7<br>67.1 | 64.5<br>81.8 | 59.8<br>56.4 | 61.2<br>62.9 |
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- | **Agent** | BFCL v3<br> $\tau$-bench<br>ComplexFuncBench<br> $C^3$-Bench | 67.8<br>60.4<br>47.6<br>58.8 | 63.8<br>58.7<br>n/a<br>55.3 | 70.8<br>46.7<br>n/a<br>51.7 | 78.3<br>54.7<br>51.2<br>63.5 |
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- | **Average** | - | n/a | n/a | n/a | n/a |
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  &nbsp;
 
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  🖥️&nbsp;<a href="https://llm.hunyuan.tencent.com/" style="color: red;"><b>Official Website</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;
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  🕖&nbsp;<a href="https://cloud.tencent.com/product/hunyuan"><b>HunyuanAPI</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;
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  🕹️&nbsp;<a href="https://hunyuan.tencent.com/?model=hunyuan-a13b"><b>Demo</b></a>&nbsp;&nbsp;|&nbsp;&nbsp;
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+ <img src="https://avatars.githubusercontent.com/u/109945100?s=200&v=4" width="16"/>&nbsp;<a href="https://modelscope.cn/models/Tencent-Hunyuan/Hunyuan-A13B-Instruct"><b>ModelScope</b></a>
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  </p>
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  <p align="center">
 
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  Hunyuan-A13B-Instruct has achieved highly competitive performance across multiple benchmarks, particularly in mathematics, science, agent domains, and more. We compared it with several powerful models, and the results are shown below.
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+ | Topic | Bench | OpenAI-o1-1217 | DeepSeek R1 | Qwen3-A22B | Hunyuan-A13B-Instruct |
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+ |:-------------------:|:-----------------------------:|:-------------:|:------------:|:-----------:|:---------------------:|
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+ | **Mathematics** | AIME 2024<br>AIME 2025<br>MATH | 74.3<br>79.2<br>96.4 | 79.8<br>70<br>94.9 | 85.7<br>81.5<br>94.0 | 87.3<br>76.8<br>94.3 |
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+ | **Science** | GPQA-Diamond<br>OlympiadBench | 78<br>83.1 | 71.5<br>82.4 | 71.1<br>85.7 | 71.2<br>82.7 |
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+ | **Coding** | Livecodebench<br>Fullstackbench<br>ArtifactsBench | 63.9<br>64.6<br>38.6 | 65.9<br>71.6<br>44.6 | 70.7<br>65.6<br>44.6 | 63.9<br>67.8<br>43 |
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+ | **Reasoning** | BBH<br>DROP<br>ZebraLogic | 80.4<br>90.2<br>81 | 83.7<br>92.2<br>78.7 | 88.9<br>90.3<br>80.3 | 89.1<br>91.1<br>84.7 |
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+ | **Instruction<br>Following** | IF-Eval<br>SysBench | 91.8<br>82.5 | 88.3<br>77.7 | 83.4<br>74.2 | 84.7<br>76.1 |
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+ | **Text<br>Creation**| LengthCtrl<br>InsCtrl | 60.1<br>74.8 | 55.9<br>69 | 53.3<br>73.7 | 55.4<br>71.9 |
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+ | **NLU** | ComplexNLU<br>Word-Task | 64.7<br>67.1 | 64.5<br>76.3 | 59.8<br>56.4 | 61.2<br>62.9 |
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+ | **Agent** | BDCL v3<br> τ-Bench<br>ComplexFuncBench<br> C3-Bench | 67.8<br>60.4<br>47.6<br>58.8 | 56.9<br>43.8<br>41.1<br>55.3 | 70.8<br>44.6<br>40.6<br>51.7 | 78.3<br>54.7<br>61.2<br>63.5 |
 
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