Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
my_awesome_qa_model – AI Model by sauravns | AlphaNeural AI
You can deploy this model and start earning money today!
sauravns
/
my_awesome_qa_model
like
0
transformers
tensorboard
safetensors
roberta
question-answering
generated_from_trainer
squad_v2
FacebookAI/roberta-base
finetune
mit
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
roberta-base
on the squad_v2 dataset. It achieves the following results on the evaluation set:
Loss: 1.5972
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: 4
eval_batch_size: 4
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
No log
1.0
200
1.7093
No log
2.0
400
1.5498
1.7196
3.0
600
1.5972
Framework versions
Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0
