Checksum .tar.gz:
57e20b2c301bfd18805ae95da728f69c6e510b77ebb5fc07826e970abf9c30cd
Checksum .whl:f5e719fcf728bd5552daf70f278aba08113ce939714a070dd97f02a2aa2903bc
Details: https://spacy.io/models/sv#sv_core_news_md
Swedish pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.
| Feature | Description |
|---|---|
| Name | sv_core_news_md
|
| Version | 3.8.0
|
| spaCy | >=3.8.0,<3.9.0
|
| Default Pipeline | tok2vec, tagger, morphologizer, parser, lemmatizer, attribute_ruler, ner
|
| Components | tok2vec, tagger, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner
|
| Vectors | floret (50000, 300) |
| Sources | UD Swedish Talbanken v2.8 (Nivre, Joakim; Smith, Aaron) Stockholm-Umeå Corpus (SUC) v3.0 (Språkbanken) Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl) (Explosion) |
| License | CC BY-SA 4.0
|
| Author | Explosion |
| Model size | 63 MB |
Label Scheme
View label scheme (381 labels for 4 components)
| Component | Labels |
|---|---|
tagger
| AB, AB|AN, AB|KOM, AB|POS, AB|SMS, AB|SUV, DT|NEU|SIN|DEF, DT|NEU|SIN|IND, DT|NEU|SIN|IND/DEF, DT|UTR/NEU|PLU|DEF, DT|UTR/NEU|PLU|IND, DT|UTR/NEU|PLU|IND/DEF, DT|UTR/NEU|SIN/PLU|IND, DT|UTR/NEU|SIN|DEF, DT|UTR/NEU|SIN|IND, DT|UTR|SIN|DEF, DT|UTR|SIN|IND, DT|UTR|SIN|IND/DEF, HA, HD|NEU|SIN|IND, HD|UTR/NEU|PLU|IND, HD|UTR|SIN|IND, HP|-|-|-, HP|NEU|SIN|IND, HP|UTR/NEU|PLU|IND, HP|UTR|SIN|IND, HS|DEF, IE, IN, JJ, JJ|AN, JJ|KOM|UTR/NEU|SIN/PLU|IND/DEF|NOM, JJ|POS|MAS|SIN|DEF|GEN, JJ|POS|MAS|SIN|DEF|NOM, JJ|POS|NEU|SIN|IND/DEF|NOM, JJ|POS|NEU|SIN|IND|NOM, JJ|POS|UTR/NEU|PLU|IND/DEF|GEN, JJ|POS|UTR/NEU|PLU|IND/DEF|NOM, JJ|POS|UTR/NEU|PLU|IND|NOM, JJ|POS|UTR/NEU|SIN/PLU|IND/DEF|NOM, JJ|POS|UTR/NEU|SIN|DEF|NOM, JJ|POS|UTR|-|-|SMS, JJ|POS|UTR|SIN|IND/DEF|NOM, JJ|POS|UTR|SIN|IND|GEN, JJ|POS|UTR|SIN|IND|NOM, JJ|SUV|MAS|SIN|DEF|NOM, JJ|SUV|UTR/NEU|PLU|DEF|NOM, JJ|SUV|UTR/NEU|SIN/PLU|DEF|NOM, JJ|SUV|UTR/NEU|SIN/PLU|IND|NOM, KN, MAD, MID, NN, NN|-|-|-|-, NN|AN, NN|NEU|-|-|SMS, NN|NEU|PLU|DEF|GEN, NN|NEU|PLU|DEF|NOM, NN|NEU|PLU|IND|GEN, NN|NEU|PLU|IND|NOM, NN|NEU|SIN|DEF|GEN, NN|NEU|SIN|DEF|NOM, NN|NEU|SIN|IND, NN|NEU|SIN|IND|GEN, NN|NEU|SIN|IND|NOM, NN|SMS, NN|UTR|-|-|-, NN|UTR|-|-|SMS, NN|UTR|PLU|DEF|GEN, NN|UTR|PLU|DEF|NOM, NN|UTR|PLU|IND|GEN, NN|UTR|PLU|IND|NOM, NN|UTR|SIN|DEF|GEN, NN|UTR|SIN|DEF|NOM, NN|UTR|SIN|IND|GEN, NN|UTR|SIN|IND|NOM, PAD, PC|PRF|NEU|SIN|IND|NOM, PC|PRF|UTR/NEU|PLU|IND/DEF|GEN, PC|PRF|UTR/NEU|PLU|IND/DEF|NOM, PC|PRF|UTR/NEU|SIN|DEF|NOM, PC|PRF|UTR|SIN|IND|NOM, PC|PRS|UTR/NEU|SIN/PLU|IND/DEF|NOM, PL, PM, PM|GEN, PM|NOM, PM|SMS, PN|MAS|SIN|DEF|SUB/OBJ, PN|NEU|SIN|DEF, PN|NEU|SIN|DEF|SUB/OBJ, PN|NEU|SIN|IND|SUB/OBJ, PN|UTR/NEU|PLU|DEF|OBJ, PN|UTR/NEU|PLU|DEF|SUB, PN|UTR/NEU|PLU|DEF|SUB/OBJ, PN|UTR/NEU|PLU|IND|SUB/OBJ, PN|UTR/NEU|SIN/PLU|DEF|OBJ, PN|UTR|PLU|DEF|OBJ, PN|UTR|PLU|DEF|SUB, PN|UTR|SIN|DEF|NOM, PN|UTR|SIN|DEF|OBJ, PN|UTR|SIN|DEF|SUB, PN|UTR|SIN|DEF|SUB/OBJ, PN|UTR|SIN|IND|NOM, PN|UTR|SIN|IND|SUB, PN|UTR|SIN|IND|SUB/OBJ, PP, PS|NEU|SIN|DEF, PS|UTR/NEU|PLU|DEF, PS|UTR/NEU|SIN/PLU|DEF, PS|UTR|SIN|DEF, RG|NEU|SIN|IND|NOM, RG|NOM, RG|SMS, RG|UTR|SIN|IND|NOM, RO|MAS|SIN|IND/DEF|NOM, RO|NOM, SN, UO, VB|AN, VB|IMP|AKT, VB|IMP|SFO, VB|INF|AKT, VB|INF|SFO, VB|KON|PRS|AKT, VB|KON|PRT|AKT, VB|PRS|AKT, VB|PRS|SFO, VB|PRT|AKT, VB|PRT|SFO, VB|SUP|AKT, VB|SUP|SFO, _SP
|
morphologizer
| Case=Nom|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, POS=ADP, Case=Nom|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass, POS=PUNCT, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act, Abbr=Yes|POS=ADV, POS=SCONJ, POS=ADV, Case=Nom|Definite=Ind|Gender=Com|NumType=Card|Number=Sing|POS=NUM, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act, POS=PART, POS=VERB|VerbForm=Inf, Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Number=Plur|POS=DET|PronType=Tot, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, POS=CCONJ, Definite=Def|Number=Plur|POS=DET|PronType=Art, POS=PRON|PronType=Rel, Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Degree=Pos|POS=ADV, Definite=Def|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Art, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, POS=VERB|VerbForm=Sup|Voice=Act, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, POS=PART|Polarity=Neg, Case=Nom|Degree=Pos|POS=ADJ, Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN, Degree=Cmp|POS=ADV, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Nom|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ, Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=NOUN, Degree=Sup|POS=ADV, Case=Nom|NumType=Card|POS=NUM, Abbr=Yes|POS=NOUN, Case=Nom|Definite=Def|Degree=Sup|POS=ADJ, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act, POS=VERB|VerbForm=Inf|Voice=Act, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin, Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN, POS=AUX|VerbForm=Inf|Voice=Act, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Prs, Case=Nom|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part, POS=AUX|VerbForm=Sup|Voice=Act, Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Rcp, POS=SPACE, POS=VERB|VerbForm=Sup|Voice=Pass, Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Nom|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ, Case=Nom|Degree=Cmp|POS=ADJ, Definite=Ind|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Art, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part, Definite=Ind|POS=DET|PronType=Ind, Case=Nom|Definite=Def|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part, Case=Nom|POS=ADJ|Tense=Pres|VerbForm=Part, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Ind, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Int, Definite=Def|Gender=Com|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Definite=Def|Number=Plur|POS=PRON|PronType=Dem, Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs, Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Prs, Case=Nom|Definite=Def|Degree=Sup|Number=Plur|POS=ADJ, Case=Nom|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Gender=Com|Number=Sing|POS=DET|PronType=Tot, Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN, POS=NOUN, Case=Nom|POS=ADJ, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Number=Plur|POS=PRON|PronType=Tot, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Definite=Ind|Number=Plur|POS=PRON|PronType=Ind, Definite=Def|POS=PRON|Poss=Yes|PronType=Ind, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN, Gender=Com|POS=NOUN, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot, Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|POS=PRON|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Prs, Case=Nom|POS=PROPN, Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs, Definite=Def|Number=Plur|POS=DET|PronType=Prs, Case=Gen|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part, Case=Acc|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs, Definite=Ind|Number=Plur|POS=PRON|PronType=Rel, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin, Definite=Ind|Number=Plur|POS=PRON|PronType=Int, Number=Plur|POS=DET|PronType=Ind, Case=Gen|POS=PROPN, POS=PROPN, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Int, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Tot, Gender=Neut|POS=NOUN, Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN, Definite=Ind|Number=Plur|POS=DET|PronType=Int, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Neg, POS=VERB|VerbForm=Sup, Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=NUM, Foreign=Yes|POS=NOUN, Foreign=Yes|POS=ADJ, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Number=Plur|POS=DET|PronType=Ind, POS=SYM, Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Definite=Def|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Int, Case=Nom|Definite=Ind|Degree=Sup|POS=ADJ, Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Dem, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Neg, Mood=Sub|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act, Degree=Pos|Gender=Com|POS=ADJ, Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Definite=Def|Number=Plur|POS=PRON|PronType=Ind, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs, Definite=Ind|POS=DET|PronType=Prs, Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Rel, Case=Gen|Degree=Pos|Number=Plur|POS=ADJ, Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Ind, Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Prs, Abbr=Yes|POS=ADJ, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel, NumType=Card|POS=NUM, POS=INTJ, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Int, Degree=Sup|POS=ADV|Polarity=Neg, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Int, POS=ADV|Polarity=Neg, Definite=Ind|Number=Sing|POS=DET|PronType=Ind, POS=ADJ, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Tot, Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Definite=Ind|Number=Plur|POS=DET|PronType=Neg, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot, Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Neg, Gender=Com|Number=Sing|POS=DET|PronType=Prs, Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Pass, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Ind, Case=Acc|Definite=Def|POS=PRON|PronType=Ind, Foreign=Yes|POS=ADP, Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Prs, Definite=Def|POS=PRON|Poss=Yes|PronType=Dem, Abbr=Yes|Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act, Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel, Foreign=Yes|POS=CCONJ, POS=DET|PronType=Art, Definite=Ind|Number=Sing|POS=DET|PronType=Prs, Definite=Ind|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Rel, Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Tot, Definite=Def|Number=Plur|POS=PRON|PronType=Prs, Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ, Definite=Def|Number=Plur|POS=PRON|PronType=Tot, Degree=Pos|POS=ADV|Polarity=Neg, Mood=Sub|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, POS=PRON|PronType=Ind, Definite=Ind|POS=DET|PronType=Neg, Definite=Ind|Number=Plur|POS=PRON|PronType=Neg, POS=CCONJ|Polarity=Neg, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Tot, Definite=Def|Number=Plur|POS=DET|PronType=Tot, Mood=Imp|POS=AUX|VerbForm=Fin|Voice=Act, Foreign=Yes|POS=ADV, Definite=Def|POS=PRON|Poss=Yes|PronType=Rcp, Case=Acc|Definite=Def|POS=PRON|Polarity=Neg|PronType=Ind
|
parser
| ROOT, acl, acl:cleft, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound:prt, conj, cop, csubj, dep, det, dislocated, expl, fixed, flat:name, iobj, mark, nmod, nmod:poss, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, parataxis, punct, xcomp
|
ner
| EVN, LOC, MSR, OBJ, ORG, PRS, TME, WRK
|
Accuracy
| Type | Score |
|---|---|
TOKEN_ACC
| 99.99 |
TOKEN_P
| 99.95 |
TOKEN_R
| 99.96 |
TOKEN_F
| 99.95 |
TAG_ACC
| 95.07 |
POS_ACC
| 96.28 |
MORPH_ACC
| 95.80 |
MORPH_MICRO_P
| 97.48 |
MORPH_MICRO_R
| 97.33 |
MORPH_MICRO_F
| 97.40 |
SENTS_P
| 89.62 |
SENTS_R
| 94.25 |
SENTS_F
| 91.88 |
DEP_UAS
| 83.16 |
DEP_LAS
| 78.31 |
LEMMA_ACC
| 95.38 |
ENTS_P
| 85.28 |
ENTS_R
| 75.01 |
ENTS_F
| 79.82 |
Installation
pip install spacy
python -m spacy download sv_core_news_md