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output – AI Model by sgonzalezsilot | AlphaNeural AI
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transformers
safetensors
bert
text-classification
generated_from_trainer
digitalepidemiologylab/covid-twitter-bert-v2
finetune
mit
autotrain_compatible
endpoints_compatible
us
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This model is a fine-tuned version of
digitalepidemiologylab/covid-twitter-bert-v2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0995
F1: 0.9843
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: 5e-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
F1
0.0127
1.0
321
0.0817
0.9781
0.0716
2.0
642
0.1124
0.9788
0.0716
3.0
963
0.0804
0.9843
0.0255
4.0
1284
0.1176
0.9820
0.008
5.0
1605
0.1065
0.9820
0.008
6.0
1926
0.0995
0.9843
Framework versions
Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1
