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longformer-action-ro – AI Model by LibrAI | AlphaNeural AI
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LibrAI
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longformer-action-ro
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transformers
pytorch
longformer
text-classification
generated_from_trainer
allenai/longformer-base-4096
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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longformer-action-ro
This model is a fine-tuned version of
allenai/longformer-base-4096
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.1084
Accuracy: 0.964
Precision: 0.961
Recall: 0.936
F1: 0.946
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-05
train_batch_size: 64
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
Precision
Recall
F1
No log
1.0
89
0.2301
0.926
0.933
0.861
0.883
No log
2.0
178
0.1487
0.964
0.968
0.915
0.937
No log
3.0
267
0.1084
0.964
0.961
0.936
0.946
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.0
Tokenizers 0.13.3
