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my_awesome_model – AI Model by amanda-cristina | AlphaNeural AI
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amanda-cristina
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my_awesome_model
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transformers
pytorch
tensorboard
longformer
text-classification
generated_from_trainer
imdb
cc-by-sa-4.0
model-index
autotrain_compatible
endpoints_compatible
us
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Model card
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my_awesome_model
This model is a fine-tuned version of
kiddothe2b/longformer-mini-1024
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 0.4475
Accuracy: 0.79
F1: 0.7907
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
No log
1.0
375
0.5384
0.7367
0.7492
0.5846
2.0
750
0.4475
0.79
0.7907
Framework versions
Transformers 4.29.2
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3
