en spacy token-classification license:mit
.gitattributes README.md en_core_web_sm-any-py3-none-any.whl en_core_web_sm-3.0.0/LICENSE en_core_web_sm-3.0.0/MANIFEST.in en_core_web_sm-3.0.0/PKG-INFO en_core_web_sm-3.0.0/meta.json en_core_web_sm-3.0.0/setup.cfg en_core_web_sm-3.0.0/setup.py en_core_web_sm-3.0.0/en_core_web_sm.egg-info/PKG-INFO en_core_web_sm-3.0.0/en_core_web_sm.egg-info/SOURCES.txt en_core_web_sm-3.0.0/en_core_web_sm.egg-info/dependency_links.txt en_core_web_sm-3.0.0/en_core_web_sm.egg-info/entry_points.txt en_core_web_sm-3.0.0/en_core_web_sm.egg-info/not-zip-safe en_core_web_sm-3.0.0/en_core_web_sm.egg-info/requires.txt en_core_web_sm-3.0.0/en_core_web_sm.egg-info/top_level.txt en_core_web_sm-3.0.0/en_core_web_sm/__init__.py en_core_web_sm-3.0.0/en_core_web_sm/meta.json en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/accuracy.json en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/config.cfg en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/meta.json en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/tokenizer en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/attribute_ruler/patterns en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/lemmatizer/lookups/lookups.bin en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/ner/cfg en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/ner/model en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/ner/moves en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/parser/cfg en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/parser/model en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/parser/moves en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/senter/cfg en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/senter/model en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/tagger/cfg en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/tagger/model en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/tok2vec/cfg en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/tok2vec/model en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/vocab/key2row en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/vocab/lookups.bin en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/vocab/strings.json en_core_web_sm-3.0.0/en_core_web_sm/en_core_web_sm-3.0.0/vocab/vectors
---
tags:
- spacy
- token-classification
language:
- en
license:
- MIT
---
Model card automatically generated from a [release](https://github.com/explosion/spacy-models/releases/tag/en_core_web_sm-3.0.0).

### Details: https://spacy.io/models/en#en_core_web_sm


English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.

| Feature | Description |
| --- | --- |
| **Name** | `en_core_web_sm` |
| **Version** | `3.0.0` |
| **spaCy** | `>=3.0.0,<3.1.0` |
| **Model size** | 13 MB |
| **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `ner`, `attribute_ruler`, `lemmatizer` |
| **Components** | `tok2vec`, `tagger`, `parser`, `senter`, `ner`, `attribute_ruler`, `lemmatizer` |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
| **Sources** | [OntoNotes 5](https://catalog.ldc.upenn.edu/LDC2013T19) |
| **License** | `MIT` |
| **Author** | [Explosion](https://explosion.ai) |

### Label Scheme

<details>

<summary>View label scheme (114 labels for 4 components)</summary>
<!--&-->

| Component | Labels |
| --- | --- |
| **`tagger`** | `$`, `''`, `,`, `-LRB-`, `-RRB-`, `.`, `:`, `ADD`, `AFX`, `CC`, `CD`, `DT`, `EX`, `FW`, `HYPH`, `IN`, `JJ`, `JJR`, `JJS`, `LS`, `MD`, `NFP`, `NN`, `NNP`, `NNPS`, `NNS`, `PDT`, `POS`, `PRP`, `PRP$`, `RB`, `RBR`, `RBS`, `RP`, `SYM`, `TO`, `UH`, `VB`, `VBD`, `VBG`, `VBN`, `VBP`, `VBZ`, `WDT`, `WP`, `WP$`, `WRB`, `XX`, ```` |
| **`parser`** | `ROOT`, `acl`, `acomp`, `advcl`, `advmod`, `agent`, `amod`, `appos`, `attr`, `aux`, `auxpass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `csubj`, `csubjpass`, `dative`, `dep`, `det`, `dobj`, `expl`, `intj`, `mark`, `meta`, `neg`, `nmod`, `npadvmod`, `nsubj`, `nsubjpass`, `nummod`, `oprd`, `parataxis`, `pcomp`, `pobj`, `poss`, `preconj`, `predet`, `prep`, `prt`, `punct`, `quantmod`, `relcl`, `xcomp` |
| **`senter`** | `I`, `S` |
| **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |

</details>

### Accuracy

| Type | Score |
| --- | --- |
| `TOKEN_ACC` | 99.93 |
| `TAG_ACC` | 97.21 |
| `DEP_UAS` | 91.63 |
| `DEP_LAS` | 89.77 |
| `ENTS_P` | 84.83 |
| `ENTS_R` | 83.54 |
| `ENTS_F` | 84.18 |
| `SENTS_P` | 89.79 |
| `SENTS_R` | 87.55 |
| `SENTS_F` | 88.66 |

### Quick usage

```
pip install https://huggingface.co/spacy/en_core_web_sm/resolve/main/en_core_web_sm-any-py3-none-any.whl
```

### License
MIT