generated_from_trainer

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bert-base-chinese-finetuned-ner-food_requirement

This model is a fine-tuned version of bert-base-chinese on an unknown dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss F1
3.169 1.0 3 1.7537 0.0
1.598 2.0 6 1.0914 0.5169
1.1569 3.0 9 0.6879 0.7057
0.6669 4.0 12 0.4194 0.8607
0.485 5.0 15 0.2528 0.9333
0.2807 6.0 18 0.1476 0.9836
0.2015 7.0 21 0.0834 0.9873
0.1145 8.0 24 0.0484 0.9924
0.0809 9.0 27 0.0283 1.0
0.0495 10.0 30 0.0180 1.0
0.0377 11.0 33 0.0126 1.0
0.0219 12.0 36 0.0095 1.0
0.0216 13.0 39 0.0076 1.0
0.015 14.0 42 0.0065 1.0
0.0176 15.0 45 0.0059 1.0
0.0161 16.0 48 0.0053 1.0
0.0133 17.0 51 0.0050 1.0
0.0119 18.0 54 0.0048 1.0
0.0116 19.0 57 0.0047 1.0
0.0126 20.0 60 0.0046 1.0

Framework versions