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bert-base-chinese-finetuned-car_corpus
sirui/bert-base-chinese-finetuned-car_corpus
bert-base-chinese-finetuned-car_corpus is a fill-mask model from sirui. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Nov 4, 2022
- Updated
- Nov 4, 2022
- SHA
- 236beaa0
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
bert-base-chinese-finetuned-car_corpus
This model is a fine-tuned version of bert-base-chinese on the Car Corpus Database. It achieves the following results on the evaluation set:
- Loss: 1.5187
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.799 | 1.0 | 3776 | 1.5830 |
| 0.7419 | 2.0 | 7552 | 1.4930 |
| 0.7245 | 3.0 | 11328 | 1.5187 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.6.1
- Tokenizers 0.13.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Nov 4, 2022
- Updated
- Nov 4, 2022