Update README.md

README.md

@@ -4,4 +4,54 @@ language:
 library_name: spacy
 metrics:
 - accuracy
----
+---
+
+Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `ru_custom_new_model` |
+| **Version** | `0.0.1` |
+| **spaCy** | `>=3.7.0,<3.8.0` |
+| **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Vectors** | 500002 keys, 500002 unique vectors (300 dimensions) |
+| **Sources** | n/a |
+| **License** | `MIT` |
+| **Author** | [Dessan](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (905 labels for 3 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Pa>| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, >| **`ner`** | `BOMB`, `DATE`, `LOC`, `MONEY`, `ORG`, `PER`, `PRODUCT`, `VIRUS` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_ACC` | 99.68 |
+| `TOKEN_P` | 97.28 |
+| `TOKEN_R` | 98.31 |
+| `TOKEN_F` | 97.79 |
+| `POS_ACC` | 98.93 |
+| `MORPH_ACC` | 97.49 |
+| `MORPH_MICRO_P` | 98.97 |
+| `MORPH_MICRO_R` | 98.30 |
+| `MORPH_MICRO_F` | 98.64 |
+| `SENTS_P` | 99.87 |
+| `SENTS_R` | 99.85 |
+| `SENTS_F` | 99.86 |
+| `DEP_UAS` | 96.22 |
+| `DEP_LAS` | 95.12 |
+| `TAG_ACC` | 98.93 |
+| `LEMMA_ACC` | 0.00 |
+| `ENTS_P` | 95.24 |
+| `ENTS_R` | 95.35 |
+| `ENTS_F` | 95.30 |