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platzi-distilbert-model-similaritytexts-JorgeEnciso – AI Model by jorgeduardo13 | AlphaNeural AI
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jorgeduardo13
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platzi-distilbert-model-similaritytexts-JorgeEnciso
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transformers
pytorch
distilbert
text-classification
generated_from_trainer
glue
distilbert/distilbert-base-uncased
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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platzi-distilbert-model-similaritytexts-JorgeEnciso
This model is a fine-tuned version of
distilbert-base-uncased
on the datasetX dataset. It achieves the following results on the evaluation set:
Loss: 0.5871
Accuracy: 0.7083
F1: 0.8126
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.6336
1.09
500
0.6239
0.6838
0.8122
0.6337
2.18
1000
0.6223
0.6912
0.8158
0.6076
3.27
1500
0.5871
0.7083
0.8126
0.5585
4.36
2000
0.6390
0.6887
0.7776
Framework versions
Transformers 4.32.1
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3
