Edit model card

bert-job-german

This model is a fine-tuned version of bert-base-german-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.8488

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
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3

Training results

Training Loss Epoch Step Validation Loss
2.2084 1.0 9613 2.0839
2.0204 2.0 19226 1.9057
1.9613 3.0 28839 1.8488

Framework versions

  • Transformers 4.38.1
  • Pytorch 2.1.2+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2
Downloads last month
22
Safetensors
Model size
109M params
Tensor type
F32
·
Inference API
Examples
Mask token: [MASK]
This model can be loaded on Inference API (serverless).

Finetuned from