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sentiment-model-portuguese-distilbert-pos-neg – AI Model by lipaoMai | AlphaNeural AI
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lipaoMai
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sentiment-model-portuguese-distilbert-pos-neg
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safetensors
distilbert
generated_from_trainer
lipaoMai/sentiment-model-portuguese-distilbert-pos-neg
finetune
apache-2.0
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sentiment-model-portuguese-distilbert-pos-neg
This model is a fine-tuned version of
lipaoMai/sentiment-model-portuguese-distilbert-pos-neg
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2322
Accuracy: 0.9205
F1: 0.9187
Precision: 0.9180
Recall: 0.9205
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
lr_scheduler_warmup_ratio: 0.03
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
Precision
Recall
0.2185
1.0
3125
0.2239
0.9144
0.9121
0.9112
0.9144
0.2595
2.0
6250
0.2322
0.9205
0.9187
0.9180
0.9205
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1
