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my_review_model_text_classification – AI Model by yousefi35 | AlphaNeural AI
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my_review_model_text_classification
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transformers
tensorboard
safetensors
distilbert
text-classification
generated_from_trainer
imdb
distilbert/distilbert-base-uncased
finetune
apache-2.0
model-index
text-embeddings-inference
endpoints_compatible
us
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my_review_model_text_classification
This model is a fine-tuned version of
distilbert/distilbert-base-uncased
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 0.0072
Accuracy: 1.0
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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
32
0.0130
1.0
No log
2.0
64
0.0072
1.0
Framework versions
Transformers 4.55.2
Pytorch 2.6.0
Datasets 2.2.1
Tokenizers 0.21.4
