gpt_16_5_5.6e-5_lp5_nb10 – AI Model by nlp04 | AlphaNeural AI

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nlp04/
gpt_16_5_5.6e-5_lp5_nb10

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text-generation

generated_from_trainer

cc-by-nc-sa-4.0

autotrain_compatible

text-generation-inference

endpoints_compatible

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gpt_16_5_5.6e-5_lp5_nb10

This model is a fine-tuned version of skt/kogpt2-base-v2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 4.0126

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: 5.6e-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
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
3.1407	0.38	1000	4.0864
3.1639	0.76	2000	4.0867
2.87	1.13	3000	4.0611
2.8591	1.51	4000	4.0315
2.8866	1.89	5000	4.0079
2.6146	2.27	6000	4.0153
2.6576	2.64	7000	4.0021
2.5361	3.02	8000	4.0106
2.4552	3.4	9000	4.0137
2.4595	3.78	10000	3.9967
2.3286	4.15	11000	4.0204
2.2805	4.53	12000	4.0154
2.3098	4.91	13000	4.0126

Framework versions

Transformers 4.25.1
Pytorch 1.9.0+cu102
Datasets 2.8.0
Tokenizers 0.13.2