gpt2-completion-finetune-id-review-gen – AI Model by affahrizain | AlphaNeural AI

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affahrizain/
gpt2-completion-finetune-id-review-gen

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text-generation

generated_from_trainer

indobenchmark/indogpt

autotrain_compatible

text-generation-inference

endpoints_compatible

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gpt2-completion-finetune-id-review-gen

This model is a fine-tuned version of indobenchmark/indogpt on the id-review-gen dataset. It achieves the following results on the evaluation set:

Loss: 1.2807

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
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.5971	1.0	2065	1.5028
1.4759	2.0	4130	1.4118
1.4151	3.0	6195	1.3649
1.3746	4.0	8260	1.3400
1.3533	5.0	10325	1.3165
1.3273	6.0	12390	1.3030
1.306	7.0	14455	1.2944
1.2946	8.0	16520	1.2879
1.2829	9.0	18585	1.2814
1.2818	10.0	20650	1.2807

Framework versions

Transformers 4.37.0
Pytorch 2.1.2
Datasets 2.17.0
Tokenizers 0.15.1