Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
distilbert-base-uncased-finetuned-squad – AI Model by 21iridescent | AlphaNeural AI
You can deploy this model and start earning money today!
21iridescent
/
distilbert-base-uncased-finetuned-squad
like
0
transformers
pytorch
tensorboard
distilbert
question-answering
generated_from_trainer
squad_v2
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
distilbert-base-uncased-finetuned-squad
This model is a fine-tuned version of
distilbert-base-uncased
on the squad_v2 dataset. It achieves the following results on the evaluation set:
Loss: 1.3466
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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
1.2739
1.0
4118
1.2801
1.0001
2.0
8236
1.2823
0.8484
3.0
12354
1.3466
Framework versions
Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6
