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finetuning-sentiment-model-portuguese – AI Model by lipaoMai | AlphaNeural AI
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finetuning-sentiment-model-portuguese
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safetensors
distilbert
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
us
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finetuning-sentiment-model-portuguese
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.3468
Accuracy: 0.86
F1: 0.8503
Precision: 0.8464
Recall: 0.86
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
0.4117
1.0
219
0.3954
0.8294
0.8305
0.8317
0.8294
0.314
2.0
438
0.3468
0.86
0.8503
0.8464
0.86
Framework versions
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1
