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| license: cc-by-sa-4.0 |
| library_name: transformers |
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| # Lyra-Creative-Writer |
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| <div align="center"> |
| <img src="figures/fig1.png" width="60%" alt="Lyra-Creative-Writer" /> |
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| <hr> |
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| ## 1. Introduction |
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| Lyra-Creative-Writer is optimised for long-form creative writing, narrative coherence and stylistic control. |
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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 | MuseLM | Lyra-draft | StoryForge | Lyra-Creative-Writer | |
| |---|---|---|---|---|---| |
| | **Core Reasoning Tasks** | Math Reasoning | 0.573 | 0.527 | 0.555 | 0.579 | |
| | | Logical Reasoning | 0.828 | 0.793 | 0.820 | 0.841 | |
| | | Common Sense | 0.734 | 0.730 | 0.712 | 0.754 | |
| | **Language Understanding** | Reading Comprehension | 0.685 | 0.703 | 0.694 | 0.722 | |
| | | Question Answering | 0.578 | 0.587 | 0.573 | 0.621 | |
| | | Text Classification | 0.801 | 0.791 | 0.812 | 0.840 | |
| | | Sentiment Analysis | 0.775 | 0.769 | 0.745 | 0.802 | |
| | **Generation Tasks** | Code Generation | 0.630 | 0.669 | 0.621 | 0.680 | |
| | | Creative Writing | 0.587 | 0.632 | 0.620 | 0.642 | |
| | | Dialogue Generation | 0.650 | 0.606 | 0.624 | 0.664 | |
| | | Summarization | 0.759 | 0.768 | 0.726 | 0.782 | |
| | **Specialized Capabilities** | Translation | 0.790 | 0.798 | 0.769 | 0.813 | |
| | | Knowledge Retrieval | 0.648 | 0.653 | 0.645 | 0.691 | |
| | | Instruction Following | 0.768 | 0.762 | 0.761 | 0.773 | |
| | | Safety Evaluation | 0.701 | 0.708 | 0.746 | 0.753 | |
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| ### Overall Performance Summary |
| The Lyra-Creative-Writer demonstrates strong performance across all evaluated benchmark categories, with particularly notable results in reasoning and generation tasks. |
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| ## 3. Chat Website & API Platform |
| We offer a chat interface and API for you to interact with Lyra-Creative-Writer. Please check our official website for more details. |
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| ## 4. How to Run Locally |
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| Please refer to our code repository for more information about running Lyra-Creative-Writer locally. |
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| ### Temperature |
| We recommend setting the temperature parameter to 0.6. |
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| ## 5. License |
| This repository is released under the cc-by-sa-4.0 license. The model supports commercial use. |
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| ## 6. Contact |
| If you have any questions, please contact us at writers@lyra.studio. |
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