gpt2-finetuned – AI Model by chunfengw | AlphaNeural AI

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chunfengw/
gpt2-finetuned

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text-generation

generated_from_trainer

openai-community/gpt2

autotrain_compatible

text-generation-inference

endpoints_compatible

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gpt2-finetuned

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

Loss: 0.4615

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
1.0016	0.2	500	0.5535
0.5665	0.4	1000	0.5245
0.545	0.6	1500	0.5085
0.528	0.8	2000	0.4968
0.5181	1.0	2500	0.4889
0.4931	1.2	3000	0.4844
0.4961	1.39	3500	0.4779
0.4886	1.59	4000	0.4754
0.4815	1.79	4500	0.4704
0.4794	1.99	5000	0.4687
0.4672	2.19	5500	0.4665
0.4642	2.39	6000	0.4650
0.4628	2.59	6500	0.4637
0.462	2.79	7000	0.4625
0.4595	2.99	7500	0.4615

Framework versions

Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0