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twitter-roberta-base-stance-abortionV3 – AI Model by pmpc | AlphaNeural AI
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pmpc
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twitter-roberta-base-stance-abortionV3
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transformers
pytorch
tensorboard
roberta
text-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
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twitter-roberta-base-stance-abortionV3
This model is a fine-tuned version of
cardiffnlp/twitter-roberta-base-stance-abortion
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.5095
F1: 0.7917
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.8492
1.0
12
0.4862
0.7917
0.7291
2.0
24
0.4264
0.7917
0.5465
3.0
36
0.6450
0.7917
0.5905
4.0
48
0.5857
0.7917
0.4556
5.0
60
0.5095
0.7917
Framework versions
Transformers 4.21.2
Pytorch 1.12.1+cu113
Datasets 2.4.0
Tokenizers 0.12.1
