Model: Prashasst/anime-recommendation-model
Author: Prashasst
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2353, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: base_model: sentence-transformers/all-mpnet-base-v2
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2353, loss:CosineSimilarityLoss
widget: source_sentence: A year has passed since "The Black Rebellion" and the remaining Black Knights have vanished into the shadows, their leader and figurehead, Zero, executed by the Britannian Empire. Area 11 is once more squirming under the Emperors oppressive heel as the Britannian armies concentrate their attacks on the European front. But for the Britannians living in Area 11, life is back to normal. On one such normal day, a Britannian student, skipping his classes in the Ashford Academy, sneaks out to gamble on his chess play. But unknown to this young man, several forces are eying him from the shadows, for soon, he will experience a shocking encounter with his own obscured past, and the masked rebel mastermind Zero will return.
sentences: Politics, Mythology, Disability, source_sentence: In a land where corruption rules and a ruthless Prime Minister has turned the puppet Emperors armies of soldiers, assassins and secret police against the people, only one force dares to stand against them: Night Raid, an elite team of relentless killers, each equipped with an Imperial Arm - legendary weapons with unique and incredible powers created in the distant past.
sentences: Kuudere, Tragedy, Seinen, source_sentence: Theres a rumor about a mysterious phenomenon called "puberty syndrome." For example, Sakuta Azusagawa is a high school student who suddenly sees a bunny girl appear in front of him. The girl is actually a girl named Mai Sakurajima, who is Sakutas upperclassman who is also a famous actress who has gone on hiatus from the entertainment industry. For some reason, the people around Mai cannot see her bunny-girl figure. Sakuta sets out to solve this mystery, and as he spends time with Mai, he learns her secret feelings. Other heroines who have "puberty syndrome" start to appear in front of Sakuta.
sentences: Heterosexual, Drama, Episodic, source_sentence: Dororo, a young orphan thief, meets Hyakkimaru, a powerful ronin. Hyakkimarus father, a greedy feudal lord, had made a pact with 12 demons, offering his yet-unborn sons body parts in exchange for great power. Thus, Hyakkimaru - who was born without arms, legs, eyes, ears, a nose or a mouth - was abandoned in a river as a baby. Rescued and raised by Dr. Honma, who equips him with artificial limbs and teaches him sword-fighting techniques, Hyakkimaru discovers that each time he slays a demon, a piece of his body is restored. Now, he roams the war-torn countryside in search of demons.
sentences: Urban, Heterosexual, Demons, source_sentence: Everyone has a part of themselves they cannot show to anyone else.
sentences: Transgender, Crime, Comedy
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: anime recommendation dev
type: anime-recommendation-dev
metrics: type: pearson_cosine
value: 0.6144532877889222
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6215240802205049
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: anime recommendation test
type: anime-recommendation-test
metrics: type: pearson_cosine
value: 0.6535704432727567
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6393952594394526
name: Spearman Cosine
verified: no
Likes: 1 | All-time downloads: 432
Created: 2024-12-25 16:38:06