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  ---
 
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  tags:
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- - generated_from_trainer
 
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  datasets:
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  - klue
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- metrics:
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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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- <!-- 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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- # bert-base-finetuned-ynat
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-
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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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-
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- ## Model description
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-
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- More information needed
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-
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- ## Intended uses & limitations
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-
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- More information needed
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-
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- ## Training and evaluation data
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-
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- More information needed
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-
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- ## Training procedure
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-
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- ### Training hyperparameters
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-
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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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-
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- ### Training results
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-
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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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-
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-
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- ### Framework versions
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-
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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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+ # ์ธํ”„๋Ÿฐ ๊ฐ•์˜์šฉ checkpoint
 
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+ KLUE์˜ YNAT task์— ํŒŒ์ธํŠœ๋‹๋œ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.