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README.md
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---
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tags:
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datasets:
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- klue
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- f1
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model-index:
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- name: bert-base-finetuned-ynat
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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: klue
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type: klue
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config: ynat
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split: train
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args: ynat
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metrics:
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- name: F1
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type: f1
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value: 0.871180664370084
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---
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should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [klue/bert-base](https://huggingface.co/klue/bert-base) on the klue dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3609
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- F1: 0.8712
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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: 256
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- eval_batch_size: 256
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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 |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| No log | 1.0 | 179 | 0.3979 | 0.8611 |
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| No log | 2.0 | 358 | 0.3773 | 0.8669 |
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| 0.3007 | 3.0 | 537 | 0.3609 | 0.8712 |
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| 0.3007 | 4.0 | 716 | 0.3708 | 0.8708 |
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| 0.3007 | 5.0 | 895 | 0.3720 | 0.8697 |
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### Framework versions
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- Transformers 4.21.0
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- Pytorch 1.12.0+cu113
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- Datasets 2.4.0
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- Tokenizers 0.12.1
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---
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language: ko
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tags:
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- bert
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- mrc
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datasets:
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- klue
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license: cc-by-sa-4.0
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---
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# ์ธํ๋ฐ ๊ฐ์์ฉ checkpoint
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KLUE์ YNAT task์ ํ์ธํ๋๋ ๋ชจ๋ธ์
๋๋ค.
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