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rr-imdb-eps-8 – AI Model by mingxilei | AlphaNeural AI
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mingxilei
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rr-imdb-eps-8
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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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rr-imdb-eps-8
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: 0.1355
Accuracy: 0.8611
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: 0.001
train_batch_size: 64
eval_batch_size: 64
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.1965
1.0
391
0.2048
0.8535
0.1179
2.0
782
0.1557
0.8605
-0.0219
3.0
1173
0.1510
0.8609
0.0529
4.0
1564
0.1411
0.8611
0.118
5.0
1955
0.1355
0.8611
Framework versions
Transformers 4.46.3
Pytorch 2.5.1+cu124
Datasets 3.1.0
Tokenizers 0.20.3
