Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
my_qa_model_pytorch – AI Model by parasgopani94 | AlphaNeural AI
You can deploy this model and start earning money today!
parasgopani94
/
my_qa_model_pytorch
like
0
transformers
pytorch
tensorboard
distilbert
question-answering
generated_from_trainer
squad
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
my_qa_model_pytorch
This model is a fine-tuned version of
distilbert-base-uncased
on the squad dataset. It achieves the following results on the evaluation set:
Loss: 1.7587
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: 8
Training results
Training Loss
Epoch
Step
Validation Loss
No log
1.0
250
2.1480
2.6387
2.0
500
1.5137
2.6387
3.0
750
1.4286
1.0239
4.0
1000
1.5421
1.0239
5.0
1250
1.5531
0.5816
6.0
1500
1.6397
0.5816
7.0
1750
1.7106
0.4024
8.0
2000
1.7587
Framework versions
Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
