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sentiment_analysis_model – AI Model by tashrifmahmud | AlphaNeural AI
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sentiment_analysis_model
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transformers
tensorboard
safetensors
distilbert
text-classification
generated_from_trainer
en
stanfordnlp/imdb
distilbert/distilbert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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sentiment_analysis_model
This model is a fine-tuned version of
distilbert/distilbert-base-uncased
on 'imdb' dataset. It achieves the following results on the evaluation set:
Loss: 0.2366
Accuracy: 0.9310
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 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
0.2215
1.0
1563
0.2071
0.9213
0.1455
2.0
3126
0.2366
0.9310
Framework versions
Transformers 4.46.2
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3
