gpt2-small-turkish / README.md
gorkemgoknar's picture
improved model
cfe96f6
gpt2-turkish-wiki
Current version is demo only with some trained wikipedia text in Turkish.
Using modified https://github.com/piegu/fastai-projects/blob/master/finetuning-English-GPT2-any-language-Portuguese-HuggingFace-fastaiv2_FAST.ipynb
Inference is not so good at the moment.
Epoch train_loss valid_loss accuracy perplexity time
0 4.373726 5.398773 0.264228 221.134857 02:56
1 4.264910 5.344171 0.267870 209.384140 02:54
TODO: Total turkish wikipedia text is 3 GB xml file
1 epoch training on full wikipedia turkish gave some good results, will update here when have full model
epoch train_loss valid_loss accuracy perplexity time
0 3.948997 4.001249 0.330571 54.666405 2:41:54