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switch-base-8-sst2 – AI Model by glamprou | AlphaNeural AI
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switch-base-8-sst2
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transformers
safetensors
switch_transformers
text-classification
generated_from_trainer
en
glue
google/switch-base-8
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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sst2
This model is a fine-tuned version of
google/switch-base-8
on the GLUE SST2 dataset. It achieves the following results on the evaluation set:
Loss: 0.1893
Accuracy: 0.9461
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: 64
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Framework versions
Transformers 4.38.0.dev0
Pytorch 2.1.1
Datasets 2.15.0
Tokenizers 0.15.0