English | 简体中文
| 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 |
Before deployment, you need to export the UIE model into the deployment model. Please refer to Export Model.
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 |