spaCy Turkish models are ready

[DuyguA]

Please find the 3 packages tr_core_news_lg, tr_core_news_md and tr_core_news_trf trained by myself:
https://huggingface.co/turkish-nlp-suite

I also provided some documentation 😉

• Text mining using the brand models:
  [Quick recipes with spaCy Turkish] (https://www.youtube.com/watch?v=w0WCkgCOzzw)
• Code for the above playlist: spaCy TR shorts Github
• How I prepped the packages: How spaCy Turkish packages are prepped
• Config files for training the packages: Github repo

Please enjoy as you wish 😊

[svlandeg]

Hi Duygu, good to hear from you, and thanks for sharing!

[joprice]

Could this be published for more recent spacy versions? I get the following conflict when trying with the latest spacy:

And because spacy[lookups] (3.8.5) depends on spacy (3.8.5)
 and tr-core-news-trf (3.4.2) @ https://huggingface.co/turkish-nlp-suite/tr_core_news_trf/resolve/main/tr_core_news_trf-1.0-py3-none-any.whl depends on spacy (>=3.4.2,<3.5.0), tr-core-news-trf (3.4.2) @ https://huggingface.co/turkish-nlp-suite/tr_core_news_trf/resolve/main/tr_core_news_trf-1.0-py3-none-any.whl is incompatible with spacy[lookups] (>=3.8.4,<4.0.0).

since the model has a bound on spacy<3.5.0.

[DuyguA]

Hellos,
I had some more requests for this issue, I'll re-make the .whl file asap. I have time by the beginning of the June, will do the update ca in 2 weeks and give update from here.

[baharzafer]

What would it take to make these official spaCy models? Also, are there any third-party benchmarks or performance evaluations available?

[DuyguZipped]

Hellos, thanks for the question.
In theory only the models prepared by Explosion AI itself are the official models, however due to strong performance, proper documentation and offering a research perspective these are the official models.

Benchmark values are per model. For an example, for the md model, go to HF page , navigate to the right handside to Evaluation Results and click to expand. If you need mored detailed evals i.e. f1 score per tag, I have them documented , you can jusk ask from here.