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covid-augment-tweet-bert-large-e2-v2 – AI Model by YanJiangJerry | AlphaNeural AI
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covid-augment-tweet-bert-large-e2-v2
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transformers
pytorch
bert
text-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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covid-augment-tweet-bert-large-e2-v2
This model is a fine-tuned version of
digitalepidemiologylab/covid-twitter-bert
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2513
Accuracy: 0.9639
F1: 0.9051
Precision: 0.8870
Recall: 0.9239
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
Precision
Recall
0.0495
1.0
1023
0.2682
0.9600
0.8920
0.8982
0.8858
0.0135
2.0
2046
0.2513
0.9639
0.9051
0.8870
0.9239
Framework versions
Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
