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default-longformer-base-4096-finetuned-cola – AI Model by alanwang8 | AlphaNeural AI
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default-longformer-base-4096-finetuned-cola
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transformers
pytorch
longformer
text-classification
generated_from_trainer
glue
model-index
autotrain_compatible
endpoints_compatible
us
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longformer-base-4096-finetuned-cola
This model is a fine-tuned version of
allenai/longformer-base-4096
on the glue dataset. It achieves the following results on the evaluation set:
Loss: 0.7005
Matthews Correlation: 0.0
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: 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
Matthews Correlation
No log
1.0
268
0.7005
0.0
0.6995
2.0
536
0.6960
-0.0043
0.6995
3.0
804
0.6976
-0.0057
0.6962
4.0
1072
0.6983
-0.0123
0.6962
5.0
1340
0.6977
-0.0529
Framework versions
Transformers 4.20.1
Pytorch 1.12.0+cu102
Datasets 2.3.2
Tokenizers 0.12.1
