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--- |
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license: apache-2.0 |
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base_model: sentence-transformers/distiluse-base-multilingual-cased-v1 |
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tags: |
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- generated_from_trainer |
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metrics: |
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- accuracy |
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- f1 |
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model-index: |
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- name: dist-multi |
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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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# dist-multi |
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This model is a fine-tuned version of [sentence-transformers/distiluse-base-multilingual-cased-v1](https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v1) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.7490 |
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- Accuracy: 0.75 |
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- F1: 0.7607 |
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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: 5e-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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- lr_scheduler_warmup_steps: 500 |
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- num_epochs: 7 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:| |
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| 0.5809 | 1.0 | 53 | 0.8387 | 0.7429 | 0.7459 | |
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| 0.561 | 2.0 | 106 | 0.8021 | 0.75 | 0.7570 | |
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| 0.4435 | 3.0 | 159 | 0.7750 | 0.7643 | 0.7710 | |
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| 0.3245 | 4.0 | 212 | 0.7490 | 0.75 | 0.7607 | |
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| 0.368 | 5.0 | 265 | 0.8127 | 0.75 | 0.7548 | |
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| 0.1861 | 6.0 | 318 | 0.8736 | 0.7429 | 0.7514 | |
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| 0.2235 | 7.0 | 371 | 0.9631 | 0.7429 | 0.7502 | |
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### Framework versions |
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- Transformers 4.43.3 |
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- Pytorch 2.4.0+cu121 |
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- Datasets 2.20.0 |
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- Tokenizers 0.19.1 |
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