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End of training
Browse files- README.md +38 -2
- model.safetensors +1 -1
README.md
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base_model: w11wo/indo-roberta-small
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tags:
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- generated_from_trainer
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model-index:
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- name: indo-roberta-small-finetuned-indonlu-smsa
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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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# indo-roberta-small-finetuned-indonlu-smsa
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This model is a fine-tuned version of [w11wo/indo-roberta-small](https://huggingface.co/w11wo/indo-roberta-small) on
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## Model description
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 10
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### Framework versions
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- Transformers 4.38.2
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base_model: w11wo/indo-roberta-small
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tags:
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- generated_from_trainer
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datasets:
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- indonlu
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metrics:
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- accuracy
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model-index:
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- name: indo-roberta-small-finetuned-indonlu-smsa
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results:
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- task:
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name: Text Classification
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type: text-classification
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dataset:
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name: indonlu
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type: indonlu
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config: smsa
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split: validation
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args: smsa
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.888095238095238
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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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# indo-roberta-small-finetuned-indonlu-smsa
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This model is a fine-tuned version of [w11wo/indo-roberta-small](https://huggingface.co/w11wo/indo-roberta-small) on the indonlu dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4497
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- Accuracy: 0.8881
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## Model description
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 172 | 0.6502 | 0.7143 |
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| No log | 2.0 | 344 | 0.4720 | 0.8127 |
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| 0.6168 | 3.0 | 516 | 0.4511 | 0.8357 |
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| 0.6168 | 4.0 | 688 | 0.3825 | 0.8540 |
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| 0.6168 | 5.0 | 860 | 0.3655 | 0.8595 |
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| 0.2954 | 6.0 | 1032 | 0.3672 | 0.8683 |
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| 0.2954 | 7.0 | 1204 | 0.3839 | 0.8746 |
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| 0.2954 | 8.0 | 1376 | 0.4220 | 0.8706 |
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| 0.1328 | 9.0 | 1548 | 0.4497 | 0.8881 |
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| 0.1328 | 10.0 | 1720 | 0.4455 | 0.8865 |
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### Framework versions
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- Transformers 4.38.2
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model.safetensors
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