bert-base-chinese-finetuned-qqp-FHTM-5x – AI Model by r10521708 | AlphaNeural AI

You can deploy this model and start earning money today!

r10521708/
bert-base-chinese-finetuned-qqp-FHTM-5x

like

0

text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

Views

No views yet

bert-base-chinese-finetuned-qqp-FHTM-5x

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

Loss: 0.3385688364505768
Accuracy: 0.8357142857142857
F1: 0.8244274809160306

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	1.0	30	0.247902	0.892857	0.888889
No log	2.0	60	0.205925	0.907143	0.900763
No log	3.0	90	0.137872	0.950000	0.952381
No log	4.0	120	0.108262	0.957143	0.958904
No log	5.0	150	0.103690	0.957143	0.958904

Framework versions

Transformers 4.26.1
Pytorch 1.13.1
Datasets 2.9.0
Tokenizers 0.13.0.dev0