bertweet-large_epoch6_batch4_lr2e-05_w0.005 – AI Model by YanJiangJerry | AlphaNeural AI

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YanJiangJerry/
bertweet-large_epoch6_batch4_lr2e-05_w0.005

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text-classification

generated_from_trainer

vinai/bertweet-large

autotrain_compatible

endpoints_compatible

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bertweet-large_epoch6_batch4_lr2e-05_w0.005

This model is a fine-tuned version of vinai/bertweet-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5716
Accuracy: 0.6274
F1: 0.0
Precision: 0.0
Recall: 0.0

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall
0.7185	1.0	788	0.6708	0.6274	0.0	0.0	0.0
0.6791	2.0	1576	0.6699	0.6274	0.0	0.0	0.0
0.6781	3.0	2364	0.8322	0.6274	0.0	0.0	0.0
0.6609	4.0	3152	0.7472	0.6274	0.0	0.0	0.0
0.6673	5.0	3940	0.6602	0.6274	0.0	0.0	0.0
0.6166	6.0	4728	0.5716	0.6274	0.0	0.0	0.0

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.3
Tokenizers 0.13.3