Turkish-GPT2-mini-ModelB-v2 – AI Model by eminAydin | AlphaNeural AI

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eminAydin/
Turkish-GPT2-mini-ModelB-v2

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text-generation

generated_from_trainer

eminAydin/turkish-gpt2-mini-M2-cleaned-politics720k-10ep

autotrain_compatible

text-generation-inference

endpoints_compatible

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Turkish-GPT2-mini-ModelB-v2

This model is a fine-tuned version of eminAydin/turkish-gpt2-mini-M2-cleaned-politics720k-10ep on the None dataset. It achieves the following results on the evaluation set:

Loss: 4.0013

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
gradient_accumulation_steps: 8
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
4.4557	1.0	105	4.2953
3.6895	2.0	211	4.1427
3.4175	3.0	316	4.0737
3.1772	4.0	422	4.0387
3.0538	5.0	527	4.0180
2.9085	6.0	633	4.0103
2.8535	7.0	738	4.0035
2.7727	8.0	844	4.0013
2.7713	9.0	949	4.0013
2.7571	9.95	1050	4.0013

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2