Baichuan2-13B-Base
| Property | Value |
|---|---|
| Model Size | 13B parameters |
| Training Data | 2.6T tokens |
| License | Apache 2.0 + Community License |
| Languages | English, Chinese |
What is Baichuan2-13B-Base?
Baichuan2-13B-Base is a state-of-the-art large language model developed by Baichuan Intelligence. It represents a significant advancement in multilingual AI capabilities, trained on a massive high-quality corpus of 2.6 trillion tokens. The model demonstrates exceptional performance across various benchmarks, particularly excelling in both Chinese and English language tasks.
Implementation Details
The model leverages PyTorch 2.0's F.scaled_dot_product_attention for optimized inference speed and requires PyTorch 2.0 or later for operation. It achieves impressive benchmark scores, including 58.10 on C-Eval, 59.17 on MMLU, and 61.97 on CMMLU in 5-shot settings.
- Advanced architecture optimized for both Chinese and English language processing
- Implements state-of-the-art transformer architecture
- Supports commercial usage with proper licensing
Core Capabilities
- Strong performance in general domain tasks
- Excellence in specialized domains including legal, medical, and mathematical reasoning
- Advanced multilingual translation capabilities
- Robust code generation and understanding
Frequently Asked Questions
Q: What makes this model unique?
The model stands out for its exceptional performance across both Chinese and English benchmarks, achieving the best results among similar-sized models. It's trained on a carefully curated dataset of 2.6T tokens and offers commercial usage options with proper licensing.
Q: What are the recommended use cases?
The model is well-suited for a wide range of applications including text generation, language understanding, translation, and specialized domain tasks in legal, medical, and technical fields. It's particularly effective for bilingual applications requiring both Chinese and English language capabilities.
