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clasificador-poem-sentiment – AI Model by inigo99 | AlphaNeural AI
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inigo99
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clasificador-poem-sentiment
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transformers
pytorch
bert
text-classification
classification
generated_from_trainer
poem_sentiment
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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clasificador-poem-sentiment
This model is a fine-tuned version of
bert-base-uncased
on the poem_sentiment dataset. It achieves the following results on the evaluation set:
Loss: 0.5413
Accuracy: 0.8654
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: 5e-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: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
112
0.4332
0.8654
No log
2.0
224
0.4227
0.8942
No log
3.0
336
0.5413
0.8654
Framework versions
Transformers 4.27.4
Pytorch 1.13.1+cu116
Datasets 2.11.0
Tokenizers 0.13.2
