End of training

README.md

@@ -0,0 +1,89 @@
+---
+license: apache-2.0
+base_model: bert-base-uncased
+tags:
+- generated_from_trainer
+model-index:
+- name: valueeval24-bert-baseline-en-2024-02-15
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# 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

config.json

@@ -0,0 +1,107 @@
+{
+  "_name_or_path": "bert-base-uncased",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Self-direction: thought attained",
+    "1": "Self-direction: thought constrained",
+    "2": "Self-direction: action attained",
+    "3": "Self-direction: action constrained",
+    "4": "Stimulation attained",
+    "5": "Stimulation constrained",
+    "6": "Hedonism attained",
+    "7": "Hedonism constrained",
+    "8": "Achievement attained",
+    "9": "Achievement constrained",
+    "10": "Power: dominance attained",
+    "11": "Power: dominance constrained",
+    "12": "Power: resources attained",
+    "13": "Power: resources constrained",
+    "14": "Face attained",
+    "15": "Face constrained",
+    "16": "Security: personal attained",
+    "17": "Security: personal constrained",
+    "18": "Security: societal attained",
+    "19": "Security: societal constrained",
+    "20": "Tradition attained",
+    "21": "Tradition constrained",
+    "22": "Conformity: rules attained",
+    "23": "Conformity: rules constrained",
+    "24": "Conformity: interpersonal attained",
+    "25": "Conformity: interpersonal constrained",
+    "26": "Humility attained",
+    "27": "Humility constrained",
+    "28": "Benevolence: caring attained",
+    "29": "Benevolence: caring constrained",
+    "30": "Benevolence: dependability attained",
+    "31": "Benevolence: dependability constrained",
+    "32": "Universalism: concern attained",
+    "33": "Universalism: concern constrained",
+    "34": "Universalism: nature attained",
+    "35": "Universalism: nature constrained",
+    "36": "Universalism: tolerance attained",
+    "37": "Universalism: tolerance constrained"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Achievement attained": 8,
+    "Achievement constrained": 9,
+    "Benevolence: caring attained": 28,
+    "Benevolence: caring constrained": 29,
+    "Benevolence: dependability attained": 30,
+    "Benevolence: dependability constrained": 31,
+    "Conformity: interpersonal attained": 24,
+    "Conformity: interpersonal constrained": 25,
+    "Conformity: rules attained": 22,
+    "Conformity: rules constrained": 23,
+    "Face attained": 14,
+    "Face constrained": 15,
+    "Hedonism attained": 6,
+    "Hedonism constrained": 7,
+    "Humility attained": 26,
+    "Humility constrained": 27,
+    "Power: dominance attained": 10,
+    "Power: dominance constrained": 11,
+    "Power: resources attained": 12,
+    "Power: resources constrained": 13,
+    "Security: personal attained": 16,
+    "Security: personal constrained": 17,
+    "Security: societal attained": 18,
+    "Security: societal constrained": 19,
+    "Self-direction: action attained": 2,
+    "Self-direction: action constrained": 3,
+    "Self-direction: thought attained": 0,
+    "Self-direction: thought constrained": 1,
+    "Stimulation attained": 4,
+    "Stimulation constrained": 5,
+    "Tradition attained": 20,
+    "Tradition constrained": 21,
+    "Universalism: concern attained": 32,
+    "Universalism: concern constrained": 33,
+    "Universalism: nature attained": 34,
+    "Universalism: nature constrained": 35,
+    "Universalism: tolerance attained": 36,
+    "Universalism: tolerance constrained": 37
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "multi_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95d8f2a43c3fa0a9e577fee50a1f389a16e93b2f3c7aeaa8aafa510f2f710544
+size 438069384

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7041086e5a38ab37cccc8bf2911b630ad577e108b4ecadd976fbefb57e32c4d
+size 4920