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bert-base-uncased-finetuned-sst2 – AI Model by khs05109 | AlphaNeural AI
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khs05109
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bert-base-uncased-finetuned-sst2
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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bert-base-uncased-finetuned-sst2
This model is a fine-tuned version of
bert-base-uncased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.8036
Accuracy: 0.3333
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: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
2
0.8036
0.3333
No log
2.0
4
0.7595
0.3333
No log
3.0
6
0.7255
0.3333
No log
4.0
8
0.7032
0.3333
No log
5.0
10
0.6945
0.3333
Framework versions
Transformers 4.27.2
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2
