CeroShrijver/chinese-lert-large-ling-cls

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chinese-lert-large-ling-cls

This model is a fine-tuned version of hfl/chinese-lert-large on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 1.4531
• —Accuracy: 0.7822
• —Test Accuracy: 0.8102

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
• —trainbatchsize: 4
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 16
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 5

Training results

Framework versions

• —Transformers 4.29.2
• —Pytorch 2.0.1
• —Datasets 2.12.0
• —Tokenizers 0.11.6