CoolFace
Modelpublic

spacy/fr_core_news_sm

sourceHugging Facelgpl-lrupdated 3y agoView on Hugging Face
2likes55downloads
Model Card

Details: https://spacy.io/models/fr#frcorenews_sm

French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.

FeatureDescription
Namefr_core_news_sm
Version3.7.0
spaCy>=3.7.0,<3.8.0
Default Pipelinetok2vec, morphologizer, parser, attribute_ruler, lemmatizer, ner
Componentstok2vec, morphologizer, parser, senter, attribute_ruler, lemmatizer, ner
Vectors0 keys, 0 unique vectors (0 dimensions)
SourcesUD French Sequoia v2.8 (Candito, Marie; Seddah, Djamé; Perrier, Guy; Guillaume, Bruno)<br />WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />spaCy lookups data (Explosion)
LicenseLGPL-LR
AuthorExplosion

Label Scheme

<details>

<summary>View label scheme (237 labels for 3 components)</summary>

ComponentLabels
`morphologizer`POS=PROPN, `Gender=Fem\Number=Sing\POS=DET\PronType=Dem, Gender=Fem\Number=Sing\POS=NOUN, Number=Plur\POS=PRON\Person=1, Mood=Ind\Number=Sing\POS=VERB\Person=3\Tense=Pres\VerbForm=Fin, POS=SCONJ, POS=ADP, Definite=Def\Gender=Masc\Number=Sing\POS=DET\PronType=Art, NumType=Ord\POS=ADJ, Gender=Masc\Number=Sing\POS=NOUN, POS=PUNCT, Gender=Masc\Number=Sing\POS=PROPN, Number=Plur\POS=ADJ, Gender=Masc\Number=Plur\POS=NOUN, Definite=Ind\Gender=Fem\Number=Sing\POS=DET\PronType=Art, Number=Sing\POS=ADJ, Mood=Ind\Number=Sing\POS=VERB\Person=3\Tense=Imp\VerbForm=Fin, POS=ADV, Mood=Ind\Number=Sing\POS=AUX\Person=3\Tense=Past\VerbForm=Fin, Gender=Fem\Number=Sing\POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Definite=Def\Gender=Fem\Number=Sing\POS=DET\PronType=Art, Gender=Fem\Number=Sing\POS=PROPN, Definite=Def\Number=Sing\POS=DET\PronType=Art, NumType=Card\POS=NUM, Definite=Def\Number=Plur\POS=DET\PronType=Art, Gender=Masc\Number=Plur\POS=ADJ, POS=CCONJ, Gender=Fem\Number=Plur\POS=NOUN, Mood=Ind\Number=Plur\POS=VERB\Person=3\Tense=Past\VerbForm=Fin, Gender=Masc\Number=Sing\POS=VERB\Tense=Past\VerbForm=Part, Gender=Fem\Number=Plur\POS=ADJ, POS=ADJ, Mood=Ind\Number=Sing\POS=VERB\Person=3\Tense=Past\VerbForm=Fin, POS=PRON\PronType=Rel, Number=Sing\POS=DET\Poss=Yes, Definite=Def\Gender=Masc\Number=Sing\POS=ADP\PronType=Art, Definite=Def\Number=Plur\POS=ADP\PronType=Art, Definite=Ind\Number=Plur\POS=DET\PronType=Art, Mood=Ind\Number=Plur\POS=AUX\Person=3\Tense=Past\VerbForm=Fin, Gender=Masc\Number=Plur\POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Mood=Ind\Number=Sing\POS=AUX\Person=3\Tense=Pres\VerbForm=Fin, POS=VERB\VerbForm=Inf, Gender=Fem\Number=Sing\POS=ADJ, Gender=Masc\Number=Sing\POS=PRON\Person=3, Number=Plur\POS=DET, Mood=Ind\Number=Plur\POS=AUX\Person=3\Tense=Pres\VerbForm=Fin, Gender=Masc\Number=Sing\POS=ADJ, Gender=Masc\Number=Sing\POS=DET\PronType=Dem, POS=ADV\PronType=Int, POS=VERB\Tense=Pres\VerbForm=Part, Gender=Fem\Number=Sing\POS=VERB\Tense=Past\VerbForm=Part, Definite=Ind\Gender=Masc\Number=Sing\POS=DET\PronType=Art, Gender=Masc\POS=ADJ, Mood=Ind\Number=Plur\POS=VERB\Person=3\Tense=Fut\VerbForm=Fin, Number=Plur\POS=DET\Poss=Yes, POS=AUX\VerbForm=Inf, Gender=Masc\Number=Sing\POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Gender=Masc\POS=VERB\Tense=Past\VerbForm=Part, POS=ADV\Polarity=Neg, Definite=Ind\Number=Sing\POS=DET\PronType=Art, Gender=Fem\Number=Sing\POS=PRON\Person=3, POS=PRON\Person=3\Reflex=Yes, Gender=Masc\POS=NOUN, POS=AUX\Tense=Past\VerbForm=Part, POS=PRON\Person=3, Number=Plur\POS=NOUN, NumType=Ord\Number=Sing\POS=ADJ, POS=VERB\Tense=Past\VerbForm=Part, POS=AUX\Tense=Pres\VerbForm=Part, Gender=Masc\Number=Plur\POS=VERB\Tense=Past\VerbForm=Part, Number=Sing\POS=PRON\Person=3, Number=Sing\POS=NOUN, Gender=Masc\Number=Plur\POS=PRON\Person=3, Mood=Ind\Number=Plur\POS=VERB\Person=3\Tense=Imp\VerbForm=Fin, Gender=Fem\NumType=Ord\Number=Sing\POS=ADJ, Number=Plur\POS=PROPN, Number=Sing\POS=PROPN, Mood=Ind\Number=Sing\POS=AUX\Person=3\Tense=Imp\VerbForm=Fin, Mood=Ind\Number=Plur\POS=VERB\Person=3\Tense=Pres\VerbForm=Fin, Gender=Masc\Number=Plur\POS=PRON\PronType=Dem, Gender=Masc\Number=Sing\POS=DET, Gender=Fem\Number=Sing\POS=DET\Poss=Yes, Gender=Masc\POS=PRON, POS=NOUN, Mood=Ind\Number=Sing\POS=VERB\Person=3\Tense=Fut\VerbForm=Fin, Mood=Ind\Number=Sing\POS=AUX\Person=3\Tense=Fut\VerbForm=Fin, Mood=Ind\Number=Plur\POS=VERB\Person=1\Tense=Pres\VerbForm=Fin, Number=Plur\POS=PRON, Gender=Masc\NumType=Ord\Number=Plur\POS=ADJ, Mood=Ind\Number=Plur\POS=AUX\Person=3\Tense=Fut\VerbForm=Fin, Gender=Fem\Number=Plur\POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Number=Sing\POS=PRON, Number=Sing\POS=PRON\PronType=Dem, Mood=Ind\POS=VERB\VerbForm=Fin, Number=Plur\POS=DET\PronType=Dem, Gender=Masc\Number=Sing\POS=PRON\Person=3\PronType=Prs, Gender=Masc\Number=Plur\POS=PRON\Person=3\PronType=Prs, Gender=Masc\Number=Sing\POS=PRON, Gender=Masc\Number=Sing\POS=PRON\Person=3\PronType=Dem, Number=Sing\POS=PRON\Person=2\PronType=Prs, Gender=Masc\Number=Sing\POS=PRON\PronType=Rel, Mood=Ind\Number=Plur\POS=AUX\Person=3\Tense=Imp\VerbForm=Fin, Mood=Sub\Number=Sing\POS=AUX\Person=3\Tense=Pres\VerbForm=Fin, Gender=Masc\NumType=Ord\Number=Sing\POS=ADJ, POS=PRON, POS=NUM, Gender=Fem\POS=NOUN, POS=SPACE, Gender=Fem\Number=Plur\POS=PRON, Number=Plur\POS=PRON\Person=3, Number=Sing\POS=VERB\Tense=Past\VerbForm=Part, Number=Sing\POS=PRON\Person=1, Mood=Ind\Number=Sing\POS=VERB\Person=1\Tense=Pres\VerbForm=Fin, Mood=Sub\Number=Sing\POS=VERB\Person=3\Tense=Past\VerbForm=Fin, Gender=Fem\Number=Sing\POS=PRON, Gender=Fem\Number=Sing\POS=PRON\Person=3\PronType=Prs, Mood=Sub\Number=Sing\POS=VERB\Person=3\Tense=Pres\VerbForm=Fin, POS=INTJ, Number=Plur\POS=PRON\Person=2, NumType=Card\POS=PRON, Definite=Ind\Gender=Fem\Number=Plur\POS=DET\PronType=Art, Gender=Fem\Number=Plur\POS=VERB\Tense=Past\VerbForm=Part, NumType=Card\POS=NOUN, POS=PRON\PronType=Int, Gender=Fem\Number=Plur\POS=PRON\Person=3, Gender=Fem\Number=Sing\POS=DET, Mood=Cnd\Number=Sing\POS=AUX\Person=3\Tense=Pres\VerbForm=Fin, Gender=Fem\Number=Plur\POS=DET, Mood=Sub\Number=Plur\POS=VERB\Person=3\Tense=Pres\VerbForm=Fin, Definite=Ind\Gender=Masc\Number=Plur\POS=DET\PronType=Art, Mood=Cnd\Number=Sing\POS=VERB\Person=3\Tense=Pres\VerbForm=Fin, Gender=Masc\Number=Sing\POS=PRON\PronType=Dem, Gender=Masc\Number=Plur\POS=PROPN, Mood=Cnd\Number=Plur\POS=VERB\Person=3\Tense=Pres\VerbForm=Fin, Gender=Fem\Number=Sing\POS=PRON\PronType=Dem, Number=Sing\POS=DET, Gender=Masc\NumType=Card\Number=Plur\POS=NOUN, Gender=Fem\Number=Plur\POS=PRON\PronType=Dem, Mood=Ind\POS=VERB\Person=3\Tense=Pres\VerbForm=Fin, Gender=Fem\POS=PRON, Gender=Masc\POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Gender=Fem\Number=Sing\POS=PRON\PronType=Rel, Mood=Ind\Number=Sing\POS=AUX\Person=1\Tense=Imp\VerbForm=Fin, Mood=Cnd\Number=Plur\POS=VERB\Person=1\Tense=Pres\VerbForm=Fin, Mood=Ind\Number=Sing\POS=AUX\Person=1\Tense=Pres\VerbForm=Fin, Gender=Masc\Number=Sing\POS=AUX\Tense=Past\VerbForm=Part, POS=X, POS=SYM, Mood=Imp\Number=Plur\POS=VERB\Person=2\Tense=Pres\VerbForm=Fin, Mood=Ind\Number=Plur\POS=VERB\Person=2\Tense=Pres\VerbForm=Fin, Gender=Masc\Number=Sing\POS=DET\PronType=Int, Gender=Fem\Number=Plur\POS=DET\PronType=Int, POS=DET, Gender=Masc\Number=Plur\POS=PRON, Mood=Sub\Number=Plur\POS=AUX\Person=3\Tense=Pres\VerbForm=Fin, Mood=Ind\POS=VERB\Person=3\VerbForm=Fin, Number=Sing\POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Mood=Cnd\Number=Plur\POS=VERB\Person=2\Tense=Pres\VerbForm=Fin, Mood=Ind\Number=Plur\POS=AUX\Person=2\Tense=Pres\VerbForm=Fin, Gender=Fem\Number=Sing\POS=DET\PronType=Int, Gender=Masc\Number=Plur\POS=DET, Gender=Fem\Number=Plur\POS=PRON\PronType=Rel, Number=Plur\POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Gender=Masc\Number=Plur\POS=PRON\PronType=Rel, POS=VERB\Tense=Past\VerbForm=Part\Voice=Pass, Gender=Fem\NumType=Ord\Number=Plur\POS=ADJ, Mood=Ind\Number=Plur\POS=VERB\Person=2\Tense=Fut\VerbForm=Fin, Mood=Imp\POS=VERB\Tense=Pres\VerbForm=Fin, Number=Plur\POS=PRON\Person=2\Reflex=Yes, Mood=Cnd\Number=Sing\POS=VERB\Person=1\Tense=Pres\VerbForm=Fin, Number=Plur\POS=PRON\Person=1\Reflex=Yes, Gender=Masc\NumType=Card\Number=Sing\POS=NOUN, Mood=Ind\Number=Plur\POS=AUX\Person=1\Tense=Pres\VerbForm=Fin, Mood=Ind\Number=Plur\POS=AUX\Person=1\Tense=Fut\VerbForm=Fin, Mood=Ind\Number=Plur\POS=VERB\Person=1\Tense=Fut\VerbForm=Fin, Number=Sing\POS=PRON\Person=1\Reflex=Yes, Mood=Ind\Number=Plur\POS=VERB\Person=1\Tense=Imp\VerbForm=Fin, Mood=Ind\Number=Plur\POS=AUX\Person=1\Tense=Imp\VerbForm=Fin, Mood=Ind\Number=Sing\POS=VERB\Person=1\Tense=Imp\VerbForm=Fin, Mood=Sub\Number=Sing\POS=VERB\Person=1\Tense=Pres\VerbForm=Fin, Gender=Masc\POS=PROPN, Mood=Cnd\Number=Plur\POS=AUX\Person=3\Tense=Pres\VerbForm=Fin, Number=Plur\POS=PRON\Person=1\PronType=Prs, Mood=Sub\Number=Sing\POS=AUX\Person=1\Tense=Pres\VerbForm=Fin, Number=Plur\POS=PRON\Person=2\PronType=Prs, Mood=Ind\Number=Sing\POS=VERB\Person=1\Tense=Fut\VerbForm=Fin, Gender=Fem\Number=Plur\POS=PRON\Person=3\PronType=Prs, Number=Sing\POS=PRON\Person=1\PronType=Prs, Mood=Cnd\Number=Sing\POS=AUX\Person=1\Tense=Pres\VerbForm=Fin, Mood=Sub\Number=Plur\POS=AUX\Person=1\Tense=Pres\VerbForm=Fin, Mood=Imp\Number=Plur\POS=VERB\Person=1\Tense=Pres\VerbForm=Fin, Mood=Sub\Number=Plur\POS=AUX\Person=2\Tense=Pres\VerbForm=Fin, Mood=Ind\Number=Plur\POS=VERB\Person=2\Tense=Imp\VerbForm=Fin, Mood=Ind\Number=Sing\POS=AUX\Person=2\Tense=Imp\VerbForm=Fin, Number=Plur\POS=VERB\Tense=Past\VerbForm=Part, Gender=Fem\Number=Plur\POS=PROPN, Gender=Masc\NumType=Card\POS=NUM`
`parser`ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux:pass, aux:tense, case, cc, ccomp, conj, cop, dep, det, expl:comp, expl:pass, expl:subj, fixed, flat:foreign, flat:name, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl:agent, obl:arg, obl:mod, parataxis, punct, vocative, xcomp
`ner`LOC, MISC, ORG, PER

</details>

Accuracy

TypeScore
TOKEN_ACC99.80
TOKEN_P98.44
TOKEN_R98.96
TOKEN_F98.70
POS_ACC96.18
MORPH_ACC95.30
MORPH_MICRO_P97.96
MORPH_MICRO_R96.64
MORPH_MICRO_F97.29
SENTS_P85.61
SENTS_R86.65
SENTS_F86.13
DEP_UAS87.82
DEP_LAS83.48
TAG_ACC93.32
LEMMA_ACC90.84
ENTS_P81.48
ENTS_R81.06
ENTS_F81.27