--- 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](https://huggingface.co/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