Sponsored by ThumbnailCreator.com
Toolify Toolify logo
AI Models
zh_core_web_md

spacy / zh_core_web_md

Run on huggingface.co
huggingface.co
Total runs: 63
24-hour runs: 8
7-day runs: 17
30-day runs: 38
Model's Last Updated: October 10 2023
token-classification

Introduction of zh_core_web_md

Model Details of zh_core_web_md

Details: https://spacy.io/models/zh#zh_core_web_md

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

Feature Description
Name zh_core_web_md
Version 3.7.0
spaCy >=3.7.0,<3.8.0
Default Pipeline tok2vec , tagger , parser , attribute_ruler , ner
Components tok2vec , tagger , parser , senter , attribute_ruler , ner
Vectors 500000 keys, 20000 unique vectors (300 dimensions)
Sources OntoNotes 5 (Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston)
CoreNLP Universal Dependencies Converter (Stanford NLP Group)
Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion)
License MIT
Author Explosion
Label Scheme
View label scheme (100 labels for 3 components)
Component Labels
tagger AD , AS , BA , CC , CD , CS , DEC , DEG , DER , DEV , DT , ETC , FW , IJ , INF , JJ , LB , LC , M , MSP , NN , NR , NT , OD , ON , P , PN , PU , SB , SP , URL , VA , VC , VE , VV , X , _SP
parser ROOT , acl , advcl:loc , advmod , advmod:dvp , advmod:loc , advmod:rcomp , amod , amod:ordmod , appos , aux:asp , aux:ba , aux:modal , aux:prtmod , auxpass , case , cc , ccomp , compound:nn , compound:vc , conj , cop , dep , det , discourse , dobj , etc , mark , mark:clf , name , neg , nmod , nmod:assmod , nmod:poss , nmod:prep , nmod:range , nmod:tmod , nmod:topic , nsubj , nsubj:xsubj , nsubjpass , nummod , parataxis:prnmod , punct , xcomp
ner CARDINAL , DATE , EVENT , FAC , GPE , LANGUAGE , LAW , LOC , MONEY , NORP , ORDINAL , ORG , PERCENT , PERSON , PRODUCT , QUANTITY , TIME , WORK_OF_ART
Accuracy
Type Score
TOKEN_ACC 95.85
TOKEN_P 94.58
TOKEN_R 91.36
TOKEN_F 92.94
TAG_ACC 90.04
SENTS_P 78.89
SENTS_R 72.80
SENTS_F 75.72
DEP_UAS 70.50
DEP_LAS 65.22
ENTS_P 71.88
ENTS_R 67.90
ENTS_F 69.83

Runs of spacy zh_core_web_md on huggingface.co

63
Total runs
8
24-hour runs
15
3-day runs
17
7-day runs
38
30-day runs

More Information About zh_core_web_md huggingface.co Model

More zh_core_web_md license Visit here:

https://choosealicense.com/licenses/mit

zh_core_web_md huggingface.co

zh_core_web_md huggingface.co is an AI model on huggingface.co that provides zh_core_web_md's model effect (), which can be used instantly with this spacy zh_core_web_md model. huggingface.co supports a free trial of the zh_core_web_md model, and also provides paid use of the zh_core_web_md. Support call zh_core_web_md model through api, including Node.js, Python, http.

zh_core_web_md huggingface.co Url

https://huggingface.co/spacy/zh_core_web_md

spacy zh_core_web_md online free

zh_core_web_md huggingface.co is an online trial and call api platform, which integrates zh_core_web_md's modeling effects, including api services, and provides a free online trial of zh_core_web_md, you can try zh_core_web_md online for free by clicking the link below.

spacy zh_core_web_md online free url in huggingface.co:

https://huggingface.co/spacy/zh_core_web_md

zh_core_web_md install

zh_core_web_md is an open source model from GitHub that offers a free installation service, and any user can find zh_core_web_md on GitHub to install. At the same time, huggingface.co provides the effect of zh_core_web_md install, users can directly use zh_core_web_md installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

zh_core_web_md install url in huggingface.co:

https://huggingface.co/spacy/zh_core_web_md

Url of zh_core_web_md

zh_core_web_md huggingface.co Url

Provider of zh_core_web_md huggingface.co

spacy
ORGANIZATIONS
huggingface.co

Other API from spacy

 huggingface.co
spacy/en_core_web_sm

Total runs: 8.5K
Run Growth: 3.5K
Growth Rate: 41.15%
Updated:November 21 2023
huggingface.co
spacy/es_core_news_md

Total runs: 6.6K
Run Growth: -395
Growth Rate: -5.99%
Updated:October 10 2023
huggingface.co
spacy/en_core_web_lg

Total runs: 1.7K
Run Growth: 86
Growth Rate: 5.17%
Updated:November 21 2023
huggingface.co
spacy/en_core_web_md

Total runs: 666
Run Growth: -1.2K
Growth Rate: -185.29%
Updated:November 21 2023
huggingface.co
spacy/xx_ent_wiki_sm

Total runs: 362
Run Growth: 145
Growth Rate: 40.06%
Updated:October 10 2023
huggingface.co
spacy/zh_core_web_sm

Total runs: 278
Run Growth: 62
Growth Rate: 22.30%
Updated:October 10 2023
huggingface.co
spacy/de_core_news_lg

Total runs: 85
Run Growth: -121
Growth Rate: -142.35%
Updated:October 10 2023
huggingface.co
spacy/de_core_news_md

Total runs: 59
Run Growth: -68
Growth Rate: -115.25%
Updated:October 10 2023
huggingface.co
spacy/zh_core_web_lg

Total runs: 57
Run Growth: 30
Growth Rate: 52.63%
Updated:October 10 2023
huggingface.co
spacy/xx_sent_ud_sm

Total runs: 27
Run Growth: -5
Growth Rate: -18.52%
Updated:October 10 2023
huggingface.co
spacy/da_core_news_lg

Total runs: 19
Run Growth: -44
Growth Rate: -231.58%
Updated:October 10 2023