| --- |
| license: apache-2.0 |
| library_name: transformers |
| --- |
| # SuperModel |
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| <div align="center"> |
| <img src="figures/fig1.png" width="60%" alt="SuperModel" /> |
| </div> |
| <hr> |
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| <div align="center" style="line-height: 1;"> |
| <a href="LICENSE" style="margin: 2px;"> |
| <img alt="License" src="figures/fig2.png" style="display: inline-block; vertical-align: middle;"/> |
| </a> |
| </div> |
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| ## 1. Introduction |
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| SuperModel is a high-performance language model that has been trained using state-of-the-art techniques. This model demonstrates exceptional capabilities across diverse tasks including reasoning, code generation, and language understanding. |
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| <p align="center"> |
| <img width="80%" src="figures/fig3.png"> |
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| The model has been rigorously tested on multiple benchmark suites, achieving top-tier results across all categories. |
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| ## 2. Evaluation Results |
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| ### Comprehensive Benchmark Results |
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| <div align="center"> |
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| | | Benchmark | Baseline1 | Baseline2 | SuperModel | |
| |---|---|---|---|---| |
| | **Reasoning** | Math Reasoning | 0.510 | 0.535 | 0.800 | |
| | | Logical Reasoning | 0.789 | 0.801 | 0.920 | |
| | | Common Sense | 0.716 | 0.702 | 0.848 | |
| | **Language** | Reading Comprehension | 0.671 | 0.685 | 0.814 | |
| | | Question Answering | 0.582 | 0.599 | 0.809 | |
| | **Generation** | Code Generation | 0.615 | 0.631 | 0.791 | |
| | | Creative Writing | 0.588 | 0.579 | 0.725 | |
| | | Dialogue Generation | 0.621 | 0.635 | 0.809 | |
| | **Specialized** | Translation | 0.782 | 0.799 | 0.918 | |
| | | Safety Evaluation | 0.718 | 0.701 | 0.868 | |
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| </div> |
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| ### Overall Performance Summary |
| SuperModel delivers strong results, especially excelling in reasoning and generation tasks. |
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| ## 3. How to Use |
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| Please refer to our documentation for detailed usage instructions. |
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| ### System Prompt |
| We recommend the following system prompt: |
| ``` |
| You are SuperModel, a helpful AI assistant. |
| Today is {current date}. |
| ``` |
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| ### Temperature |
| We recommend setting the temperature to 0.7. |
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| ## 4. License |
| This model is licensed under the [Apache-2.0 License](LICENSE). |
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| ## 5. Contact |
| For questions, please open an issue on our GitHub repository. |
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