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Orion-Translate-XL

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<div align="center"> <img src="figures/fig1.png" width="60%" alt="Orion-Translate-XL" /> </div> <hr>

<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>

1. Introduction

Orion-Translate-XL focuses on high-fidelity multilingual translation while retaining general reasoning ability.

2. Evaluation Results

Comprehensive Benchmark Results

<div align="center">

BenchmarkLinguaXOrion-baseTransProOrion-Translate-XL
Core Reasoning TasksMath Reasoning0.5580.5410.5720.595
Logical Reasoning0.8050.8090.8080.846
Common Sense0.7270.7450.7370.763
Language UnderstandingReading Comprehension0.6880.7270.6850.734
Question Answering0.6160.5930.5900.629
Text Classification0.7950.7870.7980.844
Sentiment Analysis0.7670.7520.7910.807
Generation TasksCode Generation0.6360.6420.6500.695
Creative Writing0.6170.6040.6360.660
Dialogue Generation0.6460.6490.6360.676
Summarization0.7770.7670.7800.789
Specialized CapabilitiesTranslation0.8040.8000.7830.817
Knowledge Retrieval0.6830.6490.6920.699
Instruction Following0.7710.7250.7660.781
Safety Evaluation0.7180.7530.7140.761

</div>

Overall Performance Summary

The Orion-Translate-XL 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 Orion-Translate-XL. Please check our official website for more details.

4. How to Run Locally

Please refer to our code repository for more information about running Orion-Translate-XL locally.

Temperature

We recommend setting the temperature parameter to 0.6.

5. License

This repository is released under the mit license. The model supports commercial use.

6. Contact

If you have any questions, please contact us at support@orion-nlp.org.