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English | 简体中文
Universal Information Extraction UIE Model Deployment
Introduction to the Model Version
A List of Supported Models
| Model | Structure | Language |
|---|---|---|
uie-base |
12-layers, 768-hidden, 12-heads | Chinese |
uie-medium |
6-layers, 768-hidden, 12-heads | Chinese |
uie-mini |
6-layers, 384-hidden, 12-heads | Chinese |
uie-micro |
4-layers, 384-hidden, 12-heads | Chinese |
uie-nano |
4-layers, 312-hidden, 12-heads | Chinese |
Export Deployment Models
Before deployment, you need to export the UIE model into the deployment model. Please refer to 导出模型
Download Pre-trained Models
Models exported by UIE are provided below for developers' testing. Developers can directly download them.
The accuracy metric F1 is derived from the 0-shot experiments conducted in PaddleNLP on each model in the Internet self-built dataset. Please refer to instructions in PaddleNLP for more details.
| Model | Parameter Size | F1 Value |
|---|---|---|
| uie-base | 416M | 78.33 |
| uie-medium | 265M | 78.32 |
| uie-mini | 95M | 72.09 |
| uie-micro | 83M | 66.00 |
| uie-nano | 64M | 62.86 |