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distilbert-imdb – AI Model by mingxilei | AlphaNeural AI
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mingxilei
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distilbert-imdb
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transformers
safetensors
roberta
text-classification
generated_from_trainer
cardiffnlp/twitter-roberta-base-sentiment
finetune
autotrain_compatible
endpoints_compatible
us
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distilbert-imdb
This model is a fine-tuned version of
cardiffnlp/twitter-roberta-base-sentiment
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2327
Accuracy: 0.7705
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: 128
eval_batch_size: 128
seed: 42
optimizer: Use sgd and the args are: No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.2
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.2752
1.0
196
0.2345
0.7420
0.199
2.0
392
0.2329
0.7666
0.1862
3.0
588
0.2327
0.7705
Framework versions
Transformers 4.47.1
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0
