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distilbert-emotion-mini-amazon – AI Model by ncoskun | AlphaNeural AI
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ncoskun
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distilbert-emotion-mini-amazon
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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-emotion-mini-amazon
This model is a fine-tuned version of
distilbert-base-uncased
on an amazon reviews dataset. It achieves the following results on the evaluation set:
Loss: 0.2190
Accuracy: 0.9138
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 0.5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.2303
0.5
10000
0.2190
0.9138
Framework versions
Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1
