Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
biogpt-disease-ner – AI Model by harshamiddela | AlphaNeural AI
You can deploy this model and start earning money today!
harshamiddela
/
biogpt-disease-ner
like
0
transformers
tensorboard
safetensors
gpt2
token-classification
generated_from_trainer
microsoft/biogpt
finetune
mit
autotrain_compatible
text-generation-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
biogpt-disease-ner
This model is a fine-tuned version of
microsoft/biogpt
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.1525
Precision: 0.5241
Recall: 0.6075
F1: 0.5628
Accuracy: 0.9522
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
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
0.27
1.0
593
0.1769
0.4632
0.4523
0.4577
0.9395
0.1581
2.0
1186
0.1561
0.5337
0.5083
0.5207
0.9475
0.1225
3.0
1779
0.1525
0.5241
0.6075
0.5628
0.9522
Framework versions
Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1
