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valueeval24-bert-baseline-en-2024-02-15

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metadata
license: apache-2.0
base_model: bert-base-uncased
tags:
  - generated_from_trainer
model-index:
  - name: valueeval24-bert-baseline-en-2024-02-15
    results: []

valueeval24-bert-baseline-en-2024-02-15

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0458
  • F1-score: {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.16, 'Self-direction: action constrained': 0.24, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.42, 'Achievement constrained': 0.31, 'Power: dominance attained': 0.21, 'Power: dominance constrained': 0, 'Power: resources attained': 0.2, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.33, 'Security: personal attained': 0, 'Security: personal constrained': 0.06, 'Security: societal attained': 0.36, 'Security: societal constrained': 0.23, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.21, 'Conformity: rules constrained': 0.18, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.15, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.15, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.49, 'Universalism: concern constrained': 0.16, 'Universalism: nature attained': 0.44, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0.09}
  • Marco-avg-f1-score: 0.12

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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 20

Training results

Training Loss Epoch Step Validation Loss F1-score Marco-avg-f1-score
0.1246 0.64 500 0.0512 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.0
0.0494 1.28 1000 0.0475 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.0
0.0471 1.92 1500 0.0472 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.0
0.0466 2.56 2000 0.0454 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.0
0.0427 3.2 2500 0.0436 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.0
0.0394 3.84 3000 0.0425 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0.07, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.0
0.0343 4.48 3500 0.0425 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.26, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0.21, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0.06, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.29, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.02
0.0334 5.12 4000 0.0416 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.27, 'Achievement constrained': 0, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0, 'Security: societal constrained': 0.22, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0.11, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.39, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.03
0.0282 5.75 4500 0.0418 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.26, 'Achievement constrained': 0.07, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.07, 'Security: societal constrained': 0.14, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0, 'Conformity: rules constrained': 0, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.29, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.02
0.025 6.39 5000 0.0417 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.33, 'Achievement constrained': 0.14, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.28, 'Security: societal constrained': 0.18, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.14, 'Conformity: rules constrained': 0.16, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.35, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.04
0.0232 7.03 5500 0.0418 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.36, 'Achievement constrained': 0.29, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.23, 'Security: societal constrained': 0.24, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.17, 'Conformity: rules constrained': 0.15, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.42, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.05
0.0206 7.67 6000 0.0425 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.36, 'Achievement constrained': 0.22, 'Power: dominance attained': 0, 'Power: dominance constrained': 0, 'Power: resources attained': 0, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.21, 'Security: societal constrained': 0.21, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.16, 'Conformity: rules constrained': 0.14, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.26, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.04
0.018 8.31 6500 0.0419 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.18, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.37, 'Achievement constrained': 0.26, 'Power: dominance attained': 0.18, 'Power: dominance constrained': 0, 'Power: resources attained': 0.09, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.24, 'Security: societal constrained': 0.25, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.15, 'Conformity: rules constrained': 0.12, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.37, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0.33, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.07
0.0158 8.95 7000 0.0424 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.15, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.35, 'Achievement constrained': 0.3, 'Power: dominance attained': 0.17, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.26, 'Security: societal constrained': 0.23, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.13, 'Conformity: rules constrained': 0.13, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.29, 'Universalism: concern constrained': 0.06, 'Universalism: nature attained': 0.35, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.07
0.0142 9.59 7500 0.0429 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.17, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.39, 'Achievement constrained': 0.28, 'Power: dominance attained': 0.23, 'Power: dominance constrained': 0, 'Power: resources attained': 0.18, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.28, 'Security: societal constrained': 0.27, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.15, 'Conformity: rules constrained': 0.13, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.07, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.34, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0.29, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.07
0.0129 10.23 8000 0.0437 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.21, 'Self-direction: action constrained': 0.23, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.36, 'Achievement constrained': 0.32, 'Power: dominance attained': 0.23, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.29, 'Security: societal constrained': 0.24, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.17, 'Conformity: rules constrained': 0.17, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.13, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.47, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.29, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.09
0.0114 10.87 8500 0.0427 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.21, 'Self-direction: action constrained': 0, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.42, 'Achievement constrained': 0.36, 'Power: dominance attained': 0.21, 'Power: dominance constrained': 0, 'Power: resources attained': 0.18, 'Power: resources constrained': 0.11, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.29, 'Security: societal constrained': 0.22, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.22, 'Conformity: rules constrained': 0.18, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.06, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.36, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0.29, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.08
0.0109 11.51 9000 0.0445 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.18, 'Self-direction: action constrained': 0.17, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.39, 'Achievement constrained': 0.33, 'Power: dominance attained': 0.19, 'Power: dominance constrained': 0, 'Power: resources attained': 0.24, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.25, 'Security: societal constrained': 0.22, 'Tradition attained': 0.16, 'Tradition constrained': 0, 'Conformity: rules attained': 0.19, 'Conformity: rules constrained': 0.12, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.06, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.44, 'Universalism: concern constrained': 0.08, 'Universalism: nature attained': 0.32, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.09
0.0098 12.15 9500 0.0446 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.2, 'Self-direction: action constrained': 0.13, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.41, 'Achievement constrained': 0.27, 'Power: dominance attained': 0.22, 'Power: dominance constrained': 0, 'Power: resources attained': 0.21, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.31, 'Security: societal constrained': 0.2, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.21, 'Conformity: rules constrained': 0.19, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.12, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.13, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.46, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.29, 'Universalism: nature constrained': 0.13, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.1
0.0088 12.79 10000 0.0469 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.17, 'Self-direction: action constrained': 0.22, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.39, 'Achievement constrained': 0.29, 'Power: dominance attained': 0.1, 'Power: dominance constrained': 0, 'Power: resources attained': 0.15, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.23, 'Security: societal constrained': 0.22, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.16, 'Conformity: rules constrained': 0.16, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.15, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.41, 'Universalism: concern constrained': 0.08, 'Universalism: nature attained': 0.37, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.09
0.0079 13.43 10500 0.0474 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.15, 'Self-direction: action constrained': 0.14, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.41, 'Achievement constrained': 0.26, 'Power: dominance attained': 0.11, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.24, 'Security: societal constrained': 0.21, 'Tradition attained': 0.16, 'Tradition constrained': 0, 'Conformity: rules attained': 0.17, 'Conformity: rules constrained': 0.16, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.12, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.15, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.44, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.33, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0.14} 0.1
0.0075 14.07 11000 0.0458 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.16, 'Self-direction: action constrained': 0.24, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.42, 'Achievement constrained': 0.31, 'Power: dominance attained': 0.21, 'Power: dominance constrained': 0, 'Power: resources attained': 0.2, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.33, 'Security: personal attained': 0, 'Security: personal constrained': 0.06, 'Security: societal attained': 0.36, 'Security: societal constrained': 0.23, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.21, 'Conformity: rules constrained': 0.18, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.15, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.15, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.49, 'Universalism: concern constrained': 0.16, 'Universalism: nature attained': 0.44, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0.09} 0.12
0.007 14.71 11500 0.0469 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.26, 'Self-direction: action constrained': 0.17, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.42, 'Achievement constrained': 0.25, 'Power: dominance attained': 0.14, 'Power: dominance constrained': 0, 'Power: resources attained': 0.18, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.33, 'Security: societal constrained': 0.22, 'Tradition attained': 0.08, 'Tradition constrained': 0, 'Conformity: rules attained': 0.22, 'Conformity: rules constrained': 0.17, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.2, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.44, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.29, 'Universalism: nature constrained': 0.13, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.1
0.006 15.35 12000 0.0464 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.17, 'Self-direction: action constrained': 0.2, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.42, 'Achievement constrained': 0.33, 'Power: dominance attained': 0.2, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0.19, 'Security: societal attained': 0.34, 'Security: societal constrained': 0.23, 'Tradition attained': 0.08, 'Tradition constrained': 0, 'Conformity: rules attained': 0.21, 'Conformity: rules constrained': 0.15, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.19, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.42, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.29, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.1
0.0063 15.98 12500 0.0477 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.2, 'Self-direction: action constrained': 0.19, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0.18, 'Hedonism constrained': 0, 'Achievement attained': 0.42, 'Achievement constrained': 0.33, 'Power: dominance attained': 0.15, 'Power: dominance constrained': 0, 'Power: resources attained': 0.15, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.29, 'Security: societal constrained': 0.2, 'Tradition attained': 0.08, 'Tradition constrained': 0, 'Conformity: rules attained': 0.19, 'Conformity: rules constrained': 0.16, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.16, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.45, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.33, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.1
0.0058 16.62 13000 0.0472 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.15, 'Self-direction: action constrained': 0.18, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.4, 'Achievement constrained': 0.33, 'Power: dominance attained': 0.19, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.3, 'Security: societal constrained': 0.24, 'Tradition attained': 0.08, 'Tradition constrained': 0, 'Conformity: rules attained': 0.2, 'Conformity: rules constrained': 0.15, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.15, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.12, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.46, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.31, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0.12} 0.1
0.0054 17.26 13500 0.0477 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.21, 'Self-direction: action constrained': 0.2, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.41, 'Achievement constrained': 0.33, 'Power: dominance attained': 0.18, 'Power: dominance constrained': 0, 'Power: resources attained': 0.19, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.35, 'Security: societal constrained': 0.22, 'Tradition attained': 0.09, 'Tradition constrained': 0, 'Conformity: rules attained': 0.22, 'Conformity: rules constrained': 0.15, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.16, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.47, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.32, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.11
0.0052 17.9 14000 0.0490 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.15, 'Self-direction: action constrained': 0.15, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0.18, 'Hedonism constrained': 0, 'Achievement attained': 0.4, 'Achievement constrained': 0.32, 'Power: dominance attained': 0.2, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.28, 'Security: societal constrained': 0.22, 'Tradition attained': 0.16, 'Tradition constrained': 0, 'Conformity: rules attained': 0.19, 'Conformity: rules constrained': 0.12, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.15, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.46, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.33, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0.11} 0.11
0.0051 18.54 14500 0.0490 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.15, 'Self-direction: action constrained': 0.19, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0.18, 'Hedonism constrained': 0, 'Achievement attained': 0.39, 'Achievement constrained': 0.3, 'Power: dominance attained': 0.2, 'Power: dominance constrained': 0, 'Power: resources attained': 0.16, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.29, 'Security: societal constrained': 0.22, 'Tradition attained': 0.16, 'Tradition constrained': 0, 'Conformity: rules attained': 0.21, 'Conformity: rules constrained': 0.16, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.19, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.48, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.32, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0.11} 0.11
0.0048 19.18 15000 0.0490 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.15, 'Self-direction: action constrained': 0.2, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0.18, 'Hedonism constrained': 0, 'Achievement attained': 0.4, 'Achievement constrained': 0.32, 'Power: dominance attained': 0.19, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.28, 'Security: societal constrained': 0.2, 'Tradition attained': 0.16, 'Tradition constrained': 0, 'Conformity: rules attained': 0.19, 'Conformity: rules constrained': 0.12, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.18, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.46, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.32, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0.12} 0.11
0.0046 19.82 15500 0.0492 {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.15, 'Self-direction: action constrained': 0.2, 'Stimulation attained': 0, 'Stimulation constrained': 0, 'Hedonism attained': 0.18, 'Hedonism constrained': 0, 'Achievement attained': 0.4, 'Achievement constrained': 0.33, 'Power: dominance attained': 0.2, 'Power: dominance constrained': 0, 'Power: resources attained': 0.17, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0.18, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.28, 'Security: societal constrained': 0.22, 'Tradition attained': 0.16, 'Tradition constrained': 0, 'Conformity: rules attained': 0.21, 'Conformity: rules constrained': 0.15, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0.18, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.14, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.48, 'Universalism: concern constrained': 0.07, 'Universalism: nature attained': 0.32, 'Universalism: nature constrained': 0.12, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} 0.11

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2