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yelp-model-3k-8layer-1e-5lr – AI Model by mogmyij | AlphaNeural AI
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yelp-model-3k-8layer-1e-5lr
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transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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yelp-model-3k-8layer-1e-5lr
This model is a fine-tuned version of
google-bert/bert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9104
Accuracy: 0.607
F1: 0.6086
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-06
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
1.4436
1.0
750
1.0488
0.533
0.5061
0.9581
2.0
1500
0.9257
0.585
0.5920
0.8438
3.0
2250
0.9227
0.601
0.5948
0.7451
4.0
3000
0.9104
0.607
0.6086
Framework versions
Transformers 4.38.1
Pytorch 2.1.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2
