| | |
| | | | model | Training Data(h) | cn cer(%) | sichuan cer(%) | |
| | | |:--------:|:-------------:|:-------:|:------------:| |
| | | | Pretrain | | 8.57 | 19.81 | |
| | | | Finetune | 50 | 8.8 | 12 | |
| | | | Full-tuning | 50 | 8.8 | 12 | |
| | | | | 100 | 9.24 | 11.63 | |
| | | | | 200 | 9.82 | 10.47 | |
| | | | | 300 | 9.95 | 10.44 | |
| | |
| | | |:-------------:|:----------------:|:-----------------------:|:---------:|:--------------:| |
| | | | Pretrain | | | 8.57 | 19.81 | |
| | | | | | | | | |
| | | | Finetune | 50 | 220.9 | 8.8 | 12 | |
| | | | Full-tuning | 50 | 220.9 | 8.8 | 12 | |
| | | | Lora Finetune | 50 | 2.29 | 9.13 | 12.13 | |
| | | | | | | | | |
| | | | Finetune | 200 | 220.9 | 9.82 | 10.47 | |
| | | | Full-tuning | 200 | 220.9 | 9.82 | 10.47 | |
| | | | Lora Finetune | 200 | 2.29 | 9.21 | 11.28 | |