XuanYuan Models by Du Xiaoman Data Intelligence
About
The XuanYuan family of large language models (LLMs), developed by Duxiaoman-DI, comprises several models of varying sizes and capabilities, all built upon the Llama architecture and trained on extensive Chinese and English datasets. These models are specifically designed for financial applications, exhibiting superior performance in tasks like financial analysis, question answering, and text generation 347. A notable feature is their ability to manage long context lengths, with some models handling up to 16k tokens 5. The family includes both base models and fine-tuned chat models, with quantized versions available to enhance efficiency 268. These models can be accessed on platforms like Hugging Face, among others.
Current Variants
Use-when guidance is derived from seed capabilities, context, release, and replacement fields.
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| XuanYuan 176B | Use when the workload needs 176B parameters. | 2024-02 | 176B parameters | Current |
| XuanYuan 70B | Use when the workload needs 70B parameters. | 2024-02 | 70B parameters | Current |
| XuanYuan 13B | Use when the workload needs 13B parameters. | 2024-02 | 13B parameters | Current |
| XuanYuan 6B | Use when the workload needs 6B parameters. | 2024-02 | 6B parameters | Current |
Release Timeline
1 release groupSpecifications(4 models)
| Model | Released | Parameters |
|---|---|---|
| XuanYuan 176B | 2024-02 | 176B |
| XuanYuan 70B | 2024-02 | 70B |
| XuanYuan 13B | 2024-02 | 13B |
| XuanYuan 6B | 2024-02 | 6B |
Frequently Asked Questions
- What is XuanYuan used for?
- XuanYuan is used for coding. The family description and listed model capabilities point to those workloads as the best fit.
- How does XuanYuan compare to XuanYuan 2?
- XuanYuan by Du Xiaoman Data Intelligence is strongest where you need coding, while XuanYuan 2 by Du Xiaoman Data Intelligence is the closest related family to check for adjacent model selection. XuanYuan has 4 listed variants, while XuanYuan 2 reaches up to 4k context, so compare the specs and pricing tables before choosing a production model.
- Which XuanYuan model should I use?
- If price is the main constraint, use the pricing table first because XuanYuan does not have complete provider pricing in the local data. For the most capable/latest local choice, evaluate XuanYuan 176B.
