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bert-base-uncased.CEBaB_confounding.price_food_ambiance_negative.sa.5-class.seed_44 – AI Model by KarelDO | AlphaNeural AI
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bert-base-uncased.CEBaB_confounding.price_food_ambiance_negative.sa.5-class.seed_44
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transformers
pytorch
bert
generated_from_trainer
en
OpenTable
apache-2.0
model-index
endpoints_compatible
us
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bert-base-uncased.CEBaB_confounding.price_food_ambiance_negative.sa.5-class.seed_44
This model is a fine-tuned version of
bert-base-uncased
on the OpenTable OPENTABLE dataset. It achieves the following results on the evaluation set:
Loss: 0.7475
Accuracy: 0.6934
Macro-f1: 0.6622
Weighted-macro-f1: 0.6813
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: 32
eval_batch_size: 32
seed: 44
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5.0
Training results
Framework versions
Transformers 4.18.0
Pytorch 1.10.2+cu102
Datasets 2.5.2
Tokenizers 0.12.1
