Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
gpt2_human – AI Model by amalik27 | AlphaNeural AI
You can deploy this model and start earning money today!
amalik27
/
gpt2_human
like
0
transformers
pytorch
tensorboard
gpt2
text-classification
generated_from_trainer
mit
autotrain_compatible
text-generation-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
gpt2_human
This model is a fine-tuned version of
gpt2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4323
Accuracy: {'accuracy': 0.8127125850340136}
F1: 0.8108
Recall: 0.7227
Precision: 0.8380
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: 0.001
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
Recall
Precision
0.8137
1.0
10976
0.6581
{'accuracy': 0.6217049319727891}
0.6205
0.5507
0.5835
0.4538
2.0
21952
0.4323
{'accuracy': 0.8127125850340136}
0.8108
0.7227
0.8380
Framework versions
Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3
