---
license: cc-by-sa-4.0
library_name: transformers
---
# 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>

## 1. Introduction

Lyra-Creative-Writer is optimised for long-form creative writing, narrative coherence and stylistic control.

## 2. Evaluation Results

### Comprehensive Benchmark Results

<div align="center">

| | 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.

## 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.

## 4. How to Run Locally

Please refer to our code repository for more information about running Lyra-Creative-Writer locally.

### Temperature
We recommend setting the temperature parameter to 0.6.

## 5. License
This repository is released under the cc-by-sa-4.0 license. The model supports commercial use.

## 6. Contact
If you have any questions, please contact us at writers@lyra.studio.