metadata

license: apache-2.0
tags:
  - eu
  - public procurement
  - cpv
  - sector
  - multilingual
widget:
  - text: This is a sample public procurement description text.

multilingual-cpv-sector-classifier

This model is a fine-tuned version of bert-base-multilingual-cased on the Tenders Economic Daily Public Procurement Data. It achieves the following results on the evaluation set:

Loss: 0.1574
F1 Score: 0.686

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
num_epochs: 3
gradient_accumulation_steps: 8
batch_size_per_device: 4
total_train_batch_size: 32

Training results

Epoch	Step	Validation Loss	Accuracy
1.0	18,609	0.2172	0.630
2.0	37,218	0.0092	0.674
3.0	55,827	0.1574	0.686