Training completed!
Browse files- README.md +71 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: google-bert/bert-base-multilingual-cased
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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: SingPurcBERT-Katch-0329-v2
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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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# SingPurcBERT-Katch-0329-v2
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This model is a fine-tuned version of [google-bert/bert-base-multilingual-cased](https://huggingface.co/google-bert/bert-base-multilingual-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3746
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- Accuracy: 0.7831
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- F1: 0.7830
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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: 10
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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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| 0.4756 | 1.0 | 2522 | 0.4923 | 0.7693 | 0.7689 |
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| 0.4137 | 2.0 | 5044 | 0.5065 | 0.7908 | 0.7906 |
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| 0.388 | 3.0 | 7566 | 0.5142 | 0.7985 | 0.7985 |
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| 0.3482 | 4.0 | 10088 | 0.6883 | 0.7971 | 0.7971 |
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| 0.349 | 5.0 | 12610 | 0.8783 | 0.7908 | 0.7904 |
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| 0.3124 | 6.0 | 15132 | 0.8833 | 0.7865 | 0.7864 |
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| 0.2986 | 7.0 | 17654 | 0.9290 | 0.7880 | 0.7880 |
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| 0.2404 | 8.0 | 20176 | 1.1548 | 0.7847 | 0.7846 |
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| 0.2243 | 9.0 | 22698 | 1.2760 | 0.7837 | 0.7836 |
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| 0.1488 | 10.0 | 25220 | 1.3746 | 0.7831 | 0.7830 |
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### Framework versions
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- Transformers 4.36.0.dev0
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- Pytorch 2.0.0
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
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size 711443480
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version https://git-lfs.github.com/spec/v1
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size 711443480
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