Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
insertbert05 – AI Model by adasgaleus | AlphaNeural AI
You can deploy this model and start earning money today!
adasgaleus
/
insertbert05
like
0
transformers
pytorch
tensorboard
distilbert
token-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
insertbert05
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1928
Precision: 0.8055
Recall: 0.7865
F1: 0.7959
Accuracy: 0.9189
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: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
0.2897
0.32
500
0.2188
0.7808
0.7490
0.7646
0.9065
0.2218
0.64
1000
0.1988
0.8002
0.7774
0.7887
0.9161
0.2103
0.96
1500
0.1928
0.8055
0.7865
0.7959
0.9189
Framework versions
Transformers 4.25.1
Pytorch 1.13.1+cu116
Datasets 2.8.0
Tokenizers 0.13.2
