Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
distilbert-base-cased-fine-tuned-blbooksgenre – AI Model by TheBritishLibrary | AlphaNeural AI
You can deploy this model and start earning money today!
TheBritishLibrary
/
distilbert-base-cased-fine-tuned-blbooksgenre
like
0
transformers
pytorch
tensorboard
distilbert
fill-mask
generated_from_trainer
blbooksgenre
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
distilbert-base-cased-fine-tuned-blbooksgenre
This model is a fine-tuned version of
distilbert-base-cased
on the blbooksgenre dataset. It achieves the following results on the evaluation set:
Loss: 1.9631
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: 3.0
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
2.2575
1.0
6226
2.1388
2.0548
2.0
12452
2.0312
1.988
3.0
18678
1.9631
Framework versions
Transformers 4.20.1
Pytorch 1.11.0+cu113
Datasets 2.3.2
Tokenizers 0.12.1
