Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
my_awesome_qa_model – AI Model by FredNajjar | AlphaNeural AI
You can deploy this model and start earning money today!
FredNajjar
/
my_awesome_qa_model
like
0
transformers
pytorch
bert
question-answering
generated_from_trainer
squad
google-bert/bert-base-uncased
finetune
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
my_awesome_qa_model
This model is a fine-tuned version of
bert-base-uncased
on the squad dataset. It achieves the following results on the evaluation set:
Loss: 1.6687
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: 16
eval_batch_size: 16
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
No log
1.0
250
2.2079
2.4745
2.0
500
1.6112
2.4745
3.0
750
1.5901
0.9178
4.0
1000
1.6356
0.9178
5.0
1250
1.6687
Framework versions
Transformers 4.33.1
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.13.3
