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sbert_yelp_imdb – AI Model by Siki-77 | AlphaNeural AI
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Siki-77
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sbert_yelp_imdb
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transformers
tensorboard
safetensors
mpnet
text-classification
generated_from_trainer
Siki-77/sbert_yelp2class
finetune
autotrain_compatible
endpoints_compatible
us
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sbert_yelp_imdb
This model is a fine-tuned version of
Siki-77/sbert_yelp2class
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1311
Accuracy: 0.9536
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.161
1.0
781
0.1311
0.9536
Framework versions
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
