diff --git a/README.md b/README.md index 4c027a0..acc2a6c 100644 --- a/README.md +++ b/README.md @@ -21,6 +21,14 @@ pip install https://huggingface.co/Phazel/fa_core_news_sm/resolve/main/fa_core_n [('ایران خودرو', 'ORG'), ('۲۰ درصد', 'PCT')] ``` +## Why spacy-persian? + +- **⚡ Performance** – **96.24%** POS · **97.91%** Lemma · **85.15%** LAS – competitive with English `en_core_web_sm` on syntax. +- **🚀 Speed** – ~9,250 words/sec on a standard CPU. No GPU required. +- **📦 Flexibility** – Choose `fa_core_news_sm` (13MB, syntax + NER) or `fa_dep_news_sm` (7.5MB, syntax-only). +- **🔁 Reproducibility** – Checksummed, versioned builds from UD_Persian-PerDT – no black boxes. +- **🔌 Native spaCy** – Drop-in replacement. `spacy.load()` works instantly with standard `Doc` objects. +- ## Results From `spacy benchmark accuracy`, stored in `metrics/`.