In this repository the MDZ Digital Library team (dbmdz) at the Bavarian State
Library open sources a (cased) distilled model for Turkish 🎉
🇹🇷 DistilBERTurk
DistilBERTurk is a community-driven cased distilled BERT model for Turkish.
DistilBERTurk was trained on 7GB of the original training data that was used
for training
BERTurk
,
using the cased version of BERTurk as teacher model.
DistilBERTurk
was trained with the official Hugging Face implementation from
here
for 5 days on 4 RTX 2080 TI.
Currently only PyTorch-
Transformers
compatible weights are available. If you need access to TensorFlow checkpoints,
please raise an issue in the
BERTurk
repository!
For questions about our BERT models just open an issue
here
🤗
Acknowledgments
Thanks to
Kemal Oflazer
for providing us
additional large corpora for Turkish. Many thanks to Reyyan Yeniterzi for providing
us the Turkish NER dataset for evaluation.
Research supported with Cloud TPUs from Google's TensorFlow Research Cloud (TFRC).
Thanks for providing access to the TFRC ❤️
Thanks to the generous support from the
Hugging Face
team,
it is possible to download both cased and uncased models from their S3 storage 🤗
Runs of dbmdz distilbert-base-turkish-cased on huggingface.co
819
Total runs
7
24-hour runs
12
3-day runs
-144
7-day runs
-379
30-day runs
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distilbert-base-turkish-cased install url in huggingface.co: