metadata

license: apache-2.0
tags:
  - generated_from_trainer
metrics:
  - matthews_correlation
model-index:
  - name: chinese-bert-wwm-ext-finetuned-cola
    results: []

chinese-bert-wwm-ext-finetuned-cola

This model is a fine-tuned version of hfl/chinese-bert-wwm-ext on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5747
Matthews Correlation: 0.4085

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
0.5824	1.0	66375	0.5746	0.4083
0.5824	2.0	66376	0.5747	0.4085

Framework versions

Transformers 4.12.5
Pytorch 1.7.1
Datasets 1.15.1
Tokenizers 0.10.3