# RHENUS ElntsDupli_Ejt_Bosch_Brmli_SpainDupli_FEB2024
## Model Training Metrics (Step Size: 500)
this model: stepsize = 6500


| Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
|------|---------------|------------------|-----------|--------|----|----------|
| 100  | No log        | 1.033700         | 0.100503  | 0.004824 | 0.009206 | 0.836178 |
| 500  | 0.975000      | 0.685421         | 0.345633  | 0.135552 | 0.194733 | 0.863436 |
| 1000 | 0.463100      | 0.450845         | 0.498802  | 0.401833 | 0.445098 | 0.906512 |
| 1500 | 0.295900      | 0.377284         | 0.536466  | 0.528702 | 0.532556 | 0.919203 |
| 2000 | 0.197100      | 0.345443         | 0.607371  | 0.620116 | 0.613677 | 0.930617 |
| 2500 | 0.158900      | 0.291720         | 0.696748  | 0.666667 | 0.681376 | 0.941869 |
| 3000 | 0.119300      | 0.298528         | 0.726340  | 0.683068 | 0.704040 | 0.944967 |
| 3500 | 0.101700      | 0.266298         | 0.744712  | 0.730342 | 0.737457 | 0.949614 |
| 4000 | 0.087800      | 0.261216         | 0.746195  | 0.733237 | 0.739659 | 0.950103 |
| 4500 | 0.067500      | 0.269384         | 0.791304  | 0.746261 | 0.768123 | 0.954452 |
| 5000 | 0.064300      | 0.254320         | 0.769380  | 0.763628 | 0.766493 | 0.953881 |
| 5500 | 0.058900      | 0.282802         | 0.806194  | 0.753497 | 0.778955 | 0.955593 |
| 6000 | 0.044700      | 0.273152         | 0.792153  | 0.769416 | 0.780619 | 0.955620 |
| 6500 | 0.043800      | 0.271176         | 0.803897  | 0.766281 | 0.784638 | 0.956055 |
| 7000 | 0.041900      | 0.266778         | 0.786808  | 0.768210 | 0.777398 | 0.955511 |
| 7500 | 0.038600      | 0.263702         | 0.786994  | 0.773517 | 0.780197 | 0.956137 |
| 8000 | 0.033300      | 0.266441         | 0.793180  | 0.774240 | 0.783596 | 0.956327 |

{}
transformers pytorch layoutlmv3 token-classification autotrain_compatible endpoints_compatible region:us