fine-tune-bert-exist-fine-grained – AI Model by nouman-10 | AlphaNeural AI

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nouman-10/
fine-tune-bert-exist-fine-grained

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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unsupervised-fine-tune-bert-exist-5

This model is a fine-tuned version of nouman-10/unsupervised-exist on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.8920
Accuracy: 0.6337
F1: 0.6337

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
No log	1.0	194	0.9582	0.6337	0.6337
No log	2.0	388	0.9158	0.6657	0.6657
0.9283	3.0	582	1.0225	0.6453	0.6453
0.9283	4.0	776	1.1757	0.6453	0.6453
0.9283	5.0	970	1.4833	0.6541	0.6541
0.3	6.0	1164	1.5788	0.6424	0.6424
0.3	7.0	1358	1.7086	0.6424	0.6424
0.0837	8.0	1552	1.7899	0.625	0.625
0.0837	9.0	1746	1.8782	0.6366	0.6366
0.0837	10.0	1940	1.8920	0.6337	0.6337

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2