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bert-base-multilingual-cased_vaxxstance_spanish – AI Model by nouman-10 | AlphaNeural AI
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bert-base-multilingual-cased_vaxxstance_spanish
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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bert-base-multilingual-cased_vaxxstance_spanish
This model is a fine-tuned version of
bert-base-multilingual-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.7085
F1: 0.7853
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
F1
No log
1.0
126
0.6305
0.7723
No log
2.0
252
0.5441
0.7810
No log
3.0
378
0.5909
0.7954
0.5161
4.0
504
0.6339
0.7853
0.5161
5.0
630
0.7085
0.7853
Framework versions
Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3
