gmra_model_gpt2-medium_14082023T134929 – AI Model by samaksh-khatri-crest-data | AlphaNeural AI

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gmra_model_gpt2-medium_14082023T134929

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text-classification

generated_from_trainer

openai-community/gpt2-medium

autotrain_compatible

text-generation-inference

endpoints_compatible

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gmra_model_gpt2-medium_14082023T134929

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

Loss: 0.3831
Accuracy: 0.9438

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
gradient_accumulation_steps: 4
total_train_batch_size: 32
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	284	0.2626	0.9069
0.3464	2.0	568	0.2263	0.9262
0.3464	3.0	852	0.2545	0.9394
0.1022	4.0	1137	0.2577	0.9464
0.1022	5.0	1421	0.3485	0.9420
0.0292	6.0	1705	0.3445	0.9429
0.0292	7.0	1989	0.3127	0.9464
0.0125	8.0	2274	0.4068	0.9411
0.0085	9.0	2558	0.3853	0.9438
0.0085	9.99	2840	0.3831	0.9438

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3