DRT-o1
Deep reasoning translation model optimizes neural machine translation through long thought chains.
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- Long thinking chain translation: Optimizing neural machine translation through long thinking chain reasoning.
- Multi agent framework: consisting of three agents: translator, consultant, and evaluator, working together to complete translation tasks.
- Complex language structure processing: capable of handling complex English sentences containing metaphors or metaphors.
- Large language model: trained based on Qwen2.5-7B Instruction and Qwen2.5-14B Instruction.
- High accuracy and naturalness: Improve translation quality through deep semantic understanding.
- Open source model checkpoints: Provides model checkpoints for researchers and developers to use conveniently.
- Huggingface Transformers support: It is easy to deploy and call models on the Huggingface platform.
Product Details
DRT-o1 is a neural machine translation model that optimizes the translation process through a long thought chain. This model mines English sentences containing metaphors or metaphors and uses a multi-agent framework (including translators, consultants, and evaluators) to synthesize machine translation samples of long thinking. DRT-o1-7B and DRT-o1-14B are large-scale language models trained based on Qwen2.5-7B Instruction and Qwen2.5-14B Instruction. The main advantage of DRT-o1 is its ability to handle complex language structures and deep semantic understanding, which is crucial for improving the accuracy and naturalness of machine translation.
