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---
license: apache-2.0
base_model: bert-base-uncased
tags:
- generated_from_trainer
model-index:
- name: valueeval24-bert-baseline-en
  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

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: 0.0650
- F1-score: {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.14, 'Self-direction: action constrained': 0, 'Stimulation attained': 0.27, 'Stimulation constrained': 0, 'Hedonism attained': 0.26, 'Hedonism constrained': 0, 'Achievement attained': 0.35, 'Achievement constrained': 0.25, 'Power: dominance attained': 0.3, 'Power: dominance constrained': 0.04, 'Power: resources attained': 0.27, 'Power: resources constrained': 0.22, 'Face attained': 0, 'Face constrained': 0.07, 'Security: personal attained': 0.06, 'Security: personal constrained': 0.27, 'Security: societal attained': 0.3, 'Security: societal constrained': 0.39, 'Tradition attained': 0.38, 'Tradition constrained': 0, 'Conformity: rules attained': 0.34, 'Conformity: rules constrained': 0.3, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.18, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0.19, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.31, 'Universalism: concern constrained': 0.15, 'Universalism: nature attained': 0.46, 'Universalism: nature constrained': 0.29, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0}
- Marco-avg-f1-score: 0.15

## 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: 5

### Training results

| Training Loss | Epoch | Step  | Validation Loss | F1-score                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          | Marco-avg-f1-score |
|:-------------:|:-----:|:-----:|:---------------:|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:------------------:|
| 0.0662        | 1.0   | 5481  | 0.0624          | {'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': 0.04, 'Achievement constrained': 0, 'Power: dominance attained': 0.02, 'Power: dominance constrained': 0, 'Power: resources attained': 0.01, 'Power: resources constrained': 0, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0, 'Security: societal attained': 0.08, 'Security: societal constrained': 0.29, 'Tradition attained': 0, 'Tradition constrained': 0, 'Conformity: rules attained': 0.02, 'Conformity: rules constrained': 0.05, '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': 0.01, 'Universalism: nature constrained': 0, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0}                                           | 0.01               |
| 0.0554        | 2.0   | 10962 | 0.0588          | {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0, 'Self-direction: action constrained': 0, 'Stimulation attained': 0.13, 'Stimulation constrained': 0, 'Hedonism attained': 0, 'Hedonism constrained': 0, 'Achievement attained': 0.33, 'Achievement constrained': 0.07, 'Power: dominance attained': 0.28, 'Power: dominance constrained': 0, 'Power: resources attained': 0.12, 'Power: resources constrained': 0.05, 'Face attained': 0, 'Face constrained': 0, 'Security: personal attained': 0, 'Security: personal constrained': 0.05, 'Security: societal attained': 0.21, 'Security: societal constrained': 0.35, 'Tradition attained': 0.12, 'Tradition constrained': 0, 'Conformity: rules attained': 0.31, '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': 0.07, 'Universalism: concern constrained': 0, 'Universalism: nature attained': 0.38, 'Universalism: nature constrained': 0.01, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0}                      | 0.07               |
| 0.0465        | 3.0   | 16443 | 0.0603          | {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.06, 'Self-direction: action constrained': 0, 'Stimulation attained': 0.19, 'Stimulation constrained': 0, 'Hedonism attained': 0.2, 'Hedonism constrained': 0, 'Achievement attained': 0.37, 'Achievement constrained': 0.22, 'Power: dominance attained': 0.26, 'Power: dominance constrained': 0, 'Power: resources attained': 0.25, 'Power: resources constrained': 0.19, 'Face attained': 0, 'Face constrained': 0.01, 'Security: personal attained': 0.02, 'Security: personal constrained': 0.22, 'Security: societal attained': 0.28, 'Security: societal constrained': 0.42, 'Tradition attained': 0.38, 'Tradition constrained': 0, 'Conformity: rules attained': 0.34, 'Conformity: rules constrained': 0.3, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.07, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0.11, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.26, 'Universalism: concern constrained': 0.13, 'Universalism: nature attained': 0.46, 'Universalism: nature constrained': 0.16, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0}   | 0.13               |
| 0.0388        | 4.0   | 21924 | 0.0631          | {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.11, 'Self-direction: action constrained': 0, 'Stimulation attained': 0.26, 'Stimulation constrained': 0, 'Hedonism attained': 0.26, 'Hedonism constrained': 0, 'Achievement attained': 0.35, 'Achievement constrained': 0.22, 'Power: dominance attained': 0.31, 'Power: dominance constrained': 0.03, 'Power: resources attained': 0.24, 'Power: resources constrained': 0.13, 'Face attained': 0, 'Face constrained': 0.02, 'Security: personal attained': 0.06, 'Security: personal constrained': 0.3, 'Security: societal attained': 0.32, 'Security: societal constrained': 0.4, 'Tradition attained': 0.38, 'Tradition constrained': 0, 'Conformity: rules attained': 0.32, 'Conformity: rules constrained': 0.27, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.2, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0.19, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.28, 'Universalism: concern constrained': 0.1, 'Universalism: nature attained': 0.45, 'Universalism: nature constrained': 0.26, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0}  | 0.14               |
| 0.0335        | 5.0   | 27405 | 0.0650          | {'Self-direction: thought attained': 0, 'Self-direction: thought constrained': 0, 'Self-direction: action attained': 0.14, 'Self-direction: action constrained': 0, 'Stimulation attained': 0.27, 'Stimulation constrained': 0, 'Hedonism attained': 0.26, 'Hedonism constrained': 0, 'Achievement attained': 0.35, 'Achievement constrained': 0.25, 'Power: dominance attained': 0.3, 'Power: dominance constrained': 0.04, 'Power: resources attained': 0.27, 'Power: resources constrained': 0.22, 'Face attained': 0, 'Face constrained': 0.07, 'Security: personal attained': 0.06, 'Security: personal constrained': 0.27, 'Security: societal attained': 0.3, 'Security: societal constrained': 0.39, 'Tradition attained': 0.38, 'Tradition constrained': 0, 'Conformity: rules attained': 0.34, 'Conformity: rules constrained': 0.3, 'Conformity: interpersonal attained': 0, 'Conformity: interpersonal constrained': 0, 'Humility attained': 0, 'Humility constrained': 0, 'Benevolence: caring attained': 0.18, 'Benevolence: caring constrained': 0, 'Benevolence: dependability attained': 0.19, 'Benevolence: dependability constrained': 0, 'Universalism: concern attained': 0.31, 'Universalism: concern constrained': 0.15, 'Universalism: nature attained': 0.46, 'Universalism: nature constrained': 0.29, 'Universalism: tolerance attained': 0, 'Universalism: tolerance constrained': 0} | 0.15               |


### Framework versions

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