From 60516f6d35f2a0fd789344cad55b5e926470a4f4 Mon Sep 17 00:00:00 2001 From: Kiyarash Fazeli Date: Tue, 11 Aug 2026 14:34:00 +0330 Subject: [PATCH 1/2] Fix formatting in README.md Removed unnecessary line break in README. --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index e7d94b5..a32cf35 100644 --- a/README.md +++ b/README.md @@ -28,7 +28,6 @@ pip install https://huggingface.co/Phazel/fa_core_news_sm/resolve/main/fa_core_n - **📦 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 fe6c81272f0897a64600b5f2b3cc15af96b0685e Mon Sep 17 00:00:00 2001 From: Kiyarash Fazeli Date: Tue, 11 Aug 2026 22:18:59 +0330 Subject: [PATCH 2/2] Refine README.md for clarity and punctuation Corrected punctuation and improved clarity in performance and reproducibility sections. --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index a32cf35..6b45143 100644 --- a/README.md +++ b/README.md @@ -23,15 +23,15 @@ pip install https://huggingface.co/Phazel/fa_core_news_sm/resolve/main/fa_core_n ## Why spacy-persian? -- **⚡ Performance** – **96.24%** POS · **97.91%** Lemma · **85.15%** LAS – competitive with English `en_core_web_sm` on syntax. +- **⚡ 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. +- **🔁 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 -`spacy-persian` delivers production‑ready Persian NLP that stands alongside Hazm—the most popular Persian toolkit—while bringing the full power of the spaCy ecosystem. +`spacy-persian` delivers production‑ready Persian NLP that stands alongside Hazm, the most popular Persian toolkit—while bringing the full speed and power of the spaCy ecosystem. | Metric | **`spacy-persian`**
`fa_core_news_sm` | **Hazm**
(Persian toolkit) | `en_core_web_sm`
(English reference) | |--------|:---:|:---:|:---:|