text_classification_gpt2_1 – AI Model by badrabbitt | AlphaNeural AI

You can deploy this model and start earning money today!

badrabbitt/
text_classification_gpt2_1

like

0

text-classification

generated_from_trainer

openai-community/gpt2

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

text_classification_gpt2_1

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4571
Accuracy: 0.792

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: 5e-05
train_batch_size: 4
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.01
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.9088	0.1	625	0.6229	0.662
1.0188	0.2	1250	0.5429	0.7092
0.9781	0.3	1875	0.5086	0.7556
0.6919	0.4	2500	0.4571	0.792
0.002	0.5	3125	0.5278	0.7892
1.6834	0.6	3750	0.5348	0.8104
0.0436	0.7	4375	0.4732	0.826
0.0332	0.8	5000	0.4995	0.8252
0.9907	0.9	5625	0.4764	0.8344
0.9651	1.0	6250	0.4809	0.8364

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1