gmra_model_gpt2-medium_15082023T113143 – AI Model by samaksh-khatri-crest-data | AlphaNeural AI

You can deploy this model and start earning money today!

samaksh-khatri-crest-data/
gmra_model_gpt2-medium_15082023T113143

like

0

text-classification

generated_from_trainer

openai-community/gpt2-medium

autotrain_compatible

text-generation-inference

endpoints_compatible

Views

No views yet

gmra_model_gpt2-medium_15082023T113143

This model is a fine-tuned version of gpt2-medium on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2694
Accuracy: 0.9464

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
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	142	0.4750	0.8409
No log	2.0	284	0.2932	0.9033
No log	2.99	426	0.2850	0.9192
0.5761	4.0	569	0.2622	0.9279
0.5761	5.0	711	0.2580	0.9367
0.5761	6.0	853	0.2768	0.9394
0.5761	6.99	995	0.2640	0.9473
0.0682	8.0	1138	0.2493	0.9464
0.0682	9.0	1280	0.2739	0.9446
0.0682	9.98	1420	0.2694	0.9464

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3