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--- |
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license: apache-2.0 |
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base_model: bert-base-uncased |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: valueeval24-bert-baseline-en |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# valueeval24-bert-baseline-en |
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0650 |
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- 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} |
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- Marco-avg-f1-score: 0.15 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 2e-05 |
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- train_batch_size: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 5 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | F1-score | Marco-avg-f1-score | |
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|:-------------:|:-----:|:-----:|:---------------:|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:------------------:| |
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| 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 | |
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| 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 | |
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| 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 | |
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| 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 | |
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| 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 | |
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### Framework versions |
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- Transformers 4.38.2 |
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- Pytorch 2.2.1+cu121 |
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- Datasets 2.18.0 |
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- Tokenizers 0.15.2 |
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