sentence-transformers How to use mmarkusmalone/album_moods_embedding_stage2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("mmarkusmalone/album_moods_embedding_stage2")
sentences = [
"metal christmas violin",
"Learning in Public EP. by Downtown Kayoto. Genre: Pop/R&B; Released: 2023. Review: previous slick just double still whole young time unkind good downtown captivating more pretend latest assured its living born unguarded his public compulsive familiar sweet old odd fun away urgent frank accompanying trick which well much depressive best compelling twinkling nice high brilliant most both slow small all nimble forthright fuzzy right potent new average bouncy left little impressive medical working real one remarkable these transparent honest different half proficient Blending fuzzy guitars and 2-step beats, the UK singer’s richly textured DIY pop looks to Britpop and garage, Frank Ocean and Drake.",
"Blue Lambency Downward. by Kayo Dot. Genre: Metal; Released: 2008. Review: time more effective old close well melodramatic third both certain two vocal little unconvincing political waste whose half each still emotional very vague bouncing away instrumental sharp former only much dynamic even bright rhythmic short melodic awkward downward least hesitant near previous holistic progressive symptomatic exhaustive empty playful used his disappointing loud which tangled bad other singular important first right symmetrical one worse understated tepid polite seven its unwieldy constant big opening textural best wooden high blue minute most slow all provocative left memorable full overbearing Third album from symphonic prog-metal outfit finds the band pared down to just two primary members-- Mia Matsumiya on strings and vocals and ex-Maudlin of the Well member Toby Driver on guitars, strings, reeds, and vocals-- but their sound is just as huge and melodramatic.",
"The Cavern EP. by Inter Arma. Genre: Metal; Released: 2014. Review: mere more long its quiet final discarded his inclusive eager electric inside single big musical increasing learned moving plus former only light which uncompromising written best overall condensed pink luminescent grand both kind all every solitary bigger uninterrupted unapologetic commercial first direct convenient down working pastoral unilateral full five one these last echoing commanding surly quick whose acoustic mountain her eight gorgeous Nominally a metal act, Inter Arma have anchored their full-length albums to itinerant bristling guitars and doubled-down drums, with sections that plunged alternately into doom’s lurch and death’s leaps. Their excellent new EP, featuring vocals from Windhand’s Dorthia Cottrell, consists of a single 46-minute piece that feels like a condensed and uncompromising version of the Richmond, Virginia quintet’s prevailing vision."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
