Model: adejumobi/bert-base-multilingual-cased-finetuned-yoruba-IR
Author: adejumobi
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5019, loss:TripletLoss, yo, dataset:embedding-data/QQP_triplets, arxiv:1908.10084, arxiv:1703.07737, base_model:Davlan/bert-base-multilingual-cased-finetuned-yoruba, base_model:finetune:Davlan/bert-base-multilingual-cased-finetuned-yoruba, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: Davlan/bert-base-multilingual-cased-finetuned-yoruba
Card metadata: language: yo
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5019, loss:TripletLoss
base_model: Davlan/bert-base-multilingual-cased-finetuned-yoruba
datasets: embedding-data/QQP_triplets
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
widget: source_sentence: Bawo ni eniyan lasan ṣe le ṣe agbaye ni aye ti o dara julọ?
sentences: Ewo ni fiimu ti o dara julọ ti agbaye?, Bawo ni a ṣe le ṣe agbaye ni aye ti o dara julọ fun gbogbo ati fun iran iwaju lati wa?, Njẹ aiye yii dara julọ tabi buru?, source_sentence: Ni Pokemon ati tẹmpili ti okun, kilode ti o yanilenu Manicy?
sentences: Kini idi ti Manafy ọmọ-ọwọ ni Pokémon ger ati tẹmpili ti okun?, Bawo ni awọn ibeere mi ṣe wa nigbagbogbo nigbagbogbo lori Quora?, Ṣe "Pokémon ti o wuyi ati tẹmpili ti Okun" ka akọku?, source_sentence: Kini itumo igbesi aye yii?
sentences: Kini "Gbe igbesi aye rẹ" tumọ si?, Kini o ro pe o jẹ itumọ ti igbesi aye?, Nitorinaa bawo ni MO ṣe le gba meth lati fulu jade ninu ara ni awọn wakati 2 ṣaaju idanwo togbo kan?, source_sentence: Nibo ni MO le gba ọpọlọpọ awọn aso deede, awọn aṣọ alekun & awọn aṣọ irọlẹ ni goolu ni eti okun?
sentences: Nibo ni MO le gba ọpọlọpọ awọn awọ ati titobi fun awọn aṣọ awọn alagbaje ni Gold Coast?, Kini yoo ṣẹlẹ ti o ba jẹ ki o dina nkan bi Facebook tabi Google ni isansa ti iṣan neta?, Nibo ni MO le gba ikojọpọ ti o lẹwa fun awọn aṣọ igbeyawo ni Sydney?, source_sentence: Kini o yẹ ki Ilu India ṣe lori ikọlu UI?
sentences: Bawo ni MO ṣe sọ Gẹẹsi leta ni ifọrọwanilẹnuwo kan?, Lẹhin gbogbo họọsi ti media media ti ṣẹda awọn ikọlu URI Wip, kii yoo jẹ ohun itiju fun India ti ko ba kọlu Pakistan?, Bawo ni India le dahun si ikọlu ẹru UI?
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on Davlan/bert-base-multilingual-cased-finetuned-yoruba
results: task: type: triplet
name: Triplet
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.865
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.135
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.868
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.868
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.868
name: Max Accuracy
verified: no
Likes: 2 | All-time downloads: 234
Created: 2024-06-09 15:04:36