Model: wublewobble/classifier_12
Author: wublewobble
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4140, loss:CachedMultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2101.06983, base_model:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4140, loss:CachedMultipleNegativesRankingLoss
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
widget: source_sentence: Event: Marriage of Plum and Jade 梅玉配
Description: Marriage of Plum and Jade      Since its establishment in 1953, Fujian Provincial Experimental Min Opera Theatre has produced numerous classic operas, such as  Marriage of Plum and Jade . For more than 53 years, Fujian Provincial Experimental Min Opera Theatre has successfully staged performances in America, Australia, Malaysia, Indonesia, Singapore, Taiwan, Hong Kong and Macao; receiving accolades and recognition from the different sources. Many overseas Chinese regard the esteemed theatre troupe as a “Cultural Messenger”.     Beyond a love story, the classic Min opera  Marriage of Plum and Jade  also shows us the courage against the fetter of feudal ethics and the pursuit of freedom and love.  One day, a scholar named Xu Jinmei visited a temple in the capital city, where he met the daughter of a governor named Su Zhenyu. They fell in love at first sight. However, Miss Su was already betrothed to Zhou Yan, a frivolous and superficial man, whom she hated unceasingly.  The opera escalates to a suspenseful climax with the dramatic performance of Su’s sister-in-law, Hong Fang. She brilliantly burned a building and declared that Miss Su died accidentally in the fire. Did Miss Su perish in the fire? Will the lovers have a happy ending?     The Opera profoundly portrays the innovative and vibrant regional characteristics of the East. Through a popular comedic style of performance, one can enjoy the spirit and a feast of the arts. Let’s experience the elegancy and fastidiousness of the Min Opera, and witness the astounding not- to-be-missed show.
Venue: Esplanade Theatre
sentences: Theatre : Opera-Asian, Dance : Salsa/Tango, Concert : Dance Party, source_sentence: Event: Street Art and Culture Festival [G]
Description: This festival brings together contemporary street art, live graffiti performances, and culture-focused exhibitions to celebrate urban creativity, inspiring the public to appreciate the street art movement.
Venue: Various Streets in Singapore
sentences: Dance : Traditional/Ethnic, Festival/Fair : Community & Culture, Seminar/Workshop : Corporate, source_sentence: Event: Cultivating a Collaborative Marriage - For Better & Forever - 9.30am   (Recommended for all couples)
Description: Marriage Convention 2015  Growing Together. Staying Together.     Marriage is like a seed of love sown by two people, and its resulting growth is a representation of the effort put into nurturing it. Just like the saying, “Marriage is a journey, not a destination.” - it is an ongoing process that requires both parties to commit and keep working on it, or run the risk of drifting apart.    Marriage Convention 2015 brings to you “ Growing Together. Staying Together” .    Hear from overseas and local marriage experts who will share insights into how couples can build, grow together and strengthen their marriage. Get tips and ideas from renowned author, clinician in marriage and family therapy, Dr Sherod Miller and his wife, Dr Phyllis, on how to achieve a thriving marriage.    Marriage Convention 2015 is brought to you by Families for Life.  To find out more, please visit  www.toggle.sg/marriageconvention
Venue: Suntec Singapore Convention and Exhibition Centre, Summit 2, Level 3
sentences: Concert : Pop-Western, Theatre : Children, Seminar/Workshop : Family & Social, source_sentence: Event: Night at the Movies
Description: Alex Tan Sing  is undoubtedly Singapore’s most versatile, most creative multilingual, multi-talented artiste. www.AlexTanSing.com  Born & bred Singaporean, being a Singer-Songwriter-Entertainer-Comedian-Showhost-Show Producer for well over 20 years & now a Content Creator-Live Streamer-Edutainment Provider with the advent of the pandemic, he returns to his very first loves --- singing & entertaining.  Join Alex for FREE as he brightens up your Saturday Night at 9pm with an hour-long live concerts-with his music, singing, comedic impressions & witty interactions. His entertaining Live Stream on Zoom is his way of giving back as he uplifts your spirits & moves you with his passion during these difficult times & his genuine love & compassion for the community.  Expect vibrant uplifting originals such as   A Happy Tune, Make You Smile, The Rainbow Song, Sweet Sweet Love & Sunrise   to cover versions of songs from various genres as he creates the best online experience & parties, together with his special guests!  Catch the new release of his Music Video against Covid-19---  Stop The Virus  is a fun & easy song to educate us all in our fight against the virus!   Join him on Zoom absolutely FREE & come dressed every Saturday night in the various themes for the best online party experience & stand to win shopping vouchers for the Best Dressed & have fun with his interactive games too!  Come dressed to the various themes:-    29 Aug 2020    Night at the Movies  05 Sep 2020    Disney Magic  12 Sep 2020    Saturday Night Fever  19 Sep 2020    Rock & Roll  26 Sep 2020    Back to the 80's-Solid Gold   Alex will attempt to transport you through time & space to another era, another world with his special renditions of perennial favourites, Top 40’s, Evergreens, Disco grooves & moves, 80’s Retro, from Broadway’s best to Disney Delights too!  It will be the best times of your lives as Alex Tan Sing creates the most memorable & entertaining online experience!!!  Fun & Free!!!
Venue: Zoom Space
sentences: Concert : Jazz, Musical : Western, Food & Beverage : F & B Voucher, source_sentence: Event: Shanghai Old Jazz Band 上海老爵士乐队音乐会
Description: Relive the golden era of Shanghai’s jazz scene with this nostalgic concert.
Venue: Shanghai Music Hall
sentences: Sports : Chess, Dance : Modern/Contemporary, Concert : Classical Vocals-Asian
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: test
type: test
metrics: type: cosine_accuracy
value: 0.9950316493490983
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.5651620030403137
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.7417380660954712
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.5227307081222534
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8370165745856354
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.6659340659340659
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7858178723117079
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.7441583162870657
name: Cosine Mcc
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-03-18 06:19:17