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en_core_web_trf

spacy / en_core_web_trf

Run on huggingface.co
huggingface.co
Total runs: 663
24-hour runs: 0
7-day runs: 175
30-day runs: 238
Model's Last Updated: June 13 2024
token-classification

Introduction of en_core_web_trf

Model Details of en_core_web_trf

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

English transformer pipeline (Transformer(name='roberta-base', piece_encoder='byte-bpe', stride=104, type='roberta', width=768, window=144, vocab_size=50265)). Components: transformer, tagger, parser, ner, attribute_ruler, lemmatizer.

Feature Description
Name en_core_web_trf
Version 3.7.3
spaCy >=3.7.2,<3.8.0
Default Pipeline transformer , tagger , parser , attribute_ruler , lemmatizer , ner
Components transformer , tagger , parser , attribute_ruler , lemmatizer , ner
Vectors 0 keys, 0 unique vectors (0 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)
ClearNLP Constituent-to-Dependency Conversion (Emory University)
WordNet 3.0 (Princeton University)
roberta-base (Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov)
License MIT
Author Explosion
Label Scheme
View label scheme (112 labels for 3 components)
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
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 99.86
TOKEN_P 99.57
TOKEN_R 99.58
TOKEN_F 99.57
TAG_ACC 98.13
SENTS_P 94.89
SENTS_R 85.79
SENTS_F 90.11
DEP_UAS 95.26
DEP_LAS 93.91
ENTS_P 90.08
ENTS_R 90.30
ENTS_F 90.19

Runs of spacy en_core_web_trf on huggingface.co

663
Total runs
0
24-hour runs
51
3-day runs
175
7-day runs
238
30-day runs

More Information About en_core_web_trf huggingface.co Model

More en_core_web_trf license Visit here:

https://choosealicense.com/licenses/mit

en_core_web_trf huggingface.co

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

en_core_web_trf huggingface.co Url

https://huggingface.co/spacy/en_core_web_trf

spacy en_core_web_trf online free

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

spacy en_core_web_trf online free url in huggingface.co:

https://huggingface.co/spacy/en_core_web_trf

en_core_web_trf install

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

en_core_web_trf install url in huggingface.co:

https://huggingface.co/spacy/en_core_web_trf

Url of en_core_web_trf

en_core_web_trf huggingface.co Url

Provider of en_core_web_trf huggingface.co

spacy
ORGANIZATIONS
huggingface.co

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