How to use matt-wisdom/KEmbed-naija-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("matt-wisdom/KEmbed-naija-v2") sentences = [ "AWCON 2018: Nigeria Super Falcons beat Cameroon Lioness for semi finals to qualify go finals", "Super Falcons beat Cameroon Lioness 4-2 on penalty for Semi-finals inside Accra Sports Stadium, Ghana to qualify for finals of 2018 Africa Women Cup of Nations.\n\nSuper Falcons: Ngozi Ebere, Asisat Oshoala, Rasheedat Ajibade, and Onome Ebi na im convert dia penalty to goals wey win di game\n\nContent is not available\n\nEnd of Facebook post, 1\n\nFor di Finals, Nigeria go play di South Africa wey beat Mali 2 - 0 on Tuesday night for Cape Coast Sports Stadium, Ghana. . \n\nCameroon: Gaelle Enganamouit miss her penalty and di Lioness go now play di third place match on Friday.\n\nCameroon bin neva lose any match for dis competition until Tuesday evening.\n\nNjoya Ajara na im win di woman of di match for di semi finals game\n\nDem beat Mali and Algeria den play draw with Ghana while Nigeria lose against South Africa and win Zambia and Equatorial Guinea to reach di semi-final.", "The standard edition of Carlyle's works is the Works in Thirty Volumes, also known as the Centenary Edition.", "An kuma ce ƙarin mutum ashirin sun ji raunuka a harin da aka kai yankin Aboudos, mai nisan kilomita 90 kudu da Nyala, babban birnin lardin Darfur ta Kudu, \n\nYankin Darfur na fama da rikici kimanin tsawon shekara ashirin. \n\nFaɗa tsakanin 'yan tawaye da dakaru masu biyayya ga tsohon shugaba Omar Hassan al-Bashir ya raba miliyoyin mutane da muhallansu, an kuma kashe ƙarin wasu dubban ɗaruruwa. \n\nA bara ne aka tumɓuke al-Bashir daga kan mulki, lamarin da sabunta fatan samun sauyi. \n\nSai dai har yanzu ayyukan tarzoma, ruwan dare ne a yankin Darfur. \n\nMajalisar Ɗinkin Duniya ta ce kimanin mutum 300,000 ne suka mutu, kuma aka raba wasu miliyan biyu da gidajensu a Darfur\n\nWani jagoran al'umma ya faɗa wa kamfanin dillancin labaran Faransa cewa mutanen da harin baya-bayan nan ya ritsa da su manoma da aka tilasta tserewa daga gonakinsu a shekarun baya. \n\nDaga bisani an ba su damar koma wa gidajensu ƙarƙashin wata yarjejeniya da sabuwar gwamnatin Sudan ta cimma, amma sai kawai 'yan bindiga suka auka musu." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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