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distilbert-imdb-sentiment-finetuned-wandb – AI Model by sadsasdsss | AlphaNeural AI
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distilbert-imdb-sentiment-finetuned-wandb
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transformers
safetensors
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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distilbert-imdb-sentiment-finetuned-wandb
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1952
Accuracy: 0.9245
F1: 0.9227
Precision: 0.9449
Recall: 0.9015
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
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Use OptimizerNames.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: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
Precision
Recall
0.2121
1.0
782
0.1952
0.9245
0.9227
0.9449
0.9015
0.1418
2.0
1564
0.1968
0.9307
0.9310
0.9270
0.9351
0.0987
2.9968
2343
0.2328
0.9322
0.9327
0.9259
0.9397
Framework versions
Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1
