media-bias-ukraine-dataset-all-minus-ukraine-masked – AI Model by franfj | AlphaNeural AI

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franfj/
media-bias-ukraine-dataset-all-minus-ukraine-masked

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text-classification

generated_from_trainer

distilbert/distilbert-base-uncased

autotrain_compatible

endpoints_compatible

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media-bias-ukraine-dataset-all-minus-ukraine-masked

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.1320
F1: 0.1873

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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.4073	1.0	138	2.2614	0.1325
0.0399	2.0	276	2.0816	0.1332
0.2509	3.0	414	2.8722	0.1637
0.0338	4.0	552	3.1320	0.1873
0.0056	5.0	690	3.5202	0.1682
0.0064	6.0	828	3.4360	0.1696
0.0011	7.0	966	3.4185	0.1714
0.0023	8.0	1104	3.4920	0.1694
0.0011	9.0	1242	3.6794	0.1722
0.0018	10.0	1380	3.6641	0.1702

Framework versions

Transformers 4.26.1
Pytorch 1.13.1
Datasets 2.10.1
Tokenizers 0.13.2