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SentimentAnalysis-IMDB – AI Model by MANMEET75 | AlphaNeural AI
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MANMEET75
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SentimentAnalysis-IMDB
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transformers
tensorboard
safetensors
modernbert
text-classification
generated_from_trainer
answerdotai/ModernBERT-base
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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SentimentAnalysis-IMDB
This model is a fine-tuned version of
answerdotai/ModernBERT-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1775
Accuracy: 0.9411
F1: 0.9411
Precision: 0.9411
Recall: 0.9411
Roc Auc: 0.9411
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: 0.0002
train_batch_size: 16
eval_batch_size: 32
seed: 42
optimizer: Use paged_adamw_8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
num_epochs: 2
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
Precision
Recall
Roc Auc
0.1984
1.0
1563
0.2196
0.9184
0.9182
0.9224
0.9184
0.9184
0.0817
2.0
3126
0.1775
0.9411
0.9411
0.9411
0.9411
0.9411
Framework versions
Transformers 4.48.0.dev0
Pytorch 2.4.1+cu121
Datasets 3.1.0
Tokenizers 0.21.0
