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roberta-based-fine-tuned-imdb – AI Model by Meshrif | AlphaNeural AI
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Meshrif
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roberta-based-fine-tuned-imdb
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transformers
tensorboard
safetensors
roberta
text-classification
generated_from_trainer
FacebookAI/roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
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roberta-based-fine-tuned-imdb
This model is a fine-tuned version of
roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2859
Accuracy: 0.9337
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: 5e-05
train_batch_size: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.3533
1.0
960
0.2812
0.9296
0.1682
2.0
1920
0.2859
0.9337
Framework versions
Transformers 4.44.2
Pytorch 2.4.1+cu121
Tokenizers 0.19.1
