ChatYuan-large-v1
| Property | Value |
|---|---|
| Author | ClueAI |
| Framework | PyTorch, Transformers |
| License | CreativeML OpenRAIL-M |
| Base Architecture | T5 |
What is ChatYuan-large-v1?
ChatYuan-large-v1 is a sophisticated Chinese language model based on PromptCLUE-large, further trained on hundreds of millions of functional dialogue pairs. The model has been trained on 100 billion Chinese tokens, accumulating learning from 1.5 trillion tokens in total.
Implementation Details
The model leverages the T5 architecture and implements text-to-text generation with configurable parameters including temperature (0.7) and max_length (250). It's optimized for inference endpoints and includes specialized prompt-based training for various tasks.
- Built on PromptCLUE-large foundation with extensive pre-training
- Implements temperature-based sampling for diverse outputs
- Supports context-aware multi-turn conversations
- Optimized for Chinese language understanding and generation
Core Capabilities
- Question answering and contextual dialogue
- Creative writing and content generation
- Domain-specific responses (medical, legal)
- Email and formal document composition
- Multi-turn conversation handling
Frequently Asked Questions
Q: What makes this model unique?
The model's distinctive feature is its comprehensive training on Chinese language data combined with specialized prompt-based training across hundreds of different tasks, making it particularly effective for Chinese language applications.
Q: What are the recommended use cases?
The model excels in various scenarios including writing assistance, medical consultations, legal queries, creative writing, and professional document generation. It's particularly well-suited for applications requiring contextual understanding and natural Chinese language generation.
