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