Model: tonnnnnnnnnnnnn/triplet-loss-v1
Author: tonnnnnnnnnnnnn
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:8100, loss:TripletLoss, dataset:tonnnnnnnnnnnnn/sample_prep_triplet, arxiv:1908.10084, arxiv:1703.07737, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:8100, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Bunny girls do not live in libraries. This is simply common sense. And yet, that's exactly where Sakuta runs into one in the wild. More bewildering is who the bunny girl is: Mai Sakurajima, an upperclassman and well- known actress currently taking a break from industry work. Wanting to find out more about the mystery surrounding Mai (and maybe get a little closer to her in the process), Sakuta launches an investigation to figure out what's making this bunny girl invisible to everyone around them.
sentences: What is the story of the bunny girl Mai Sakurajima?, What is the name of a manga about a video game-loving shut-in who dies in a traffic accident and is transported to another world?, What is a manga about a boy living in the countryside who loves soccer and is taught by his sister?, source_sentence: Following the Tuatha de Danaan's seajacking incident, things are back to normal at Jindai High School in Tokyo, or as normal as they get with Sousuke guarding Kaname. After finding out who betrayed Mithril and caused the seajacking incident, Kurz and Mao are sent on a top secret mission in order to capture and bring the traitor back. However, Sousuke and Kaname's lives are about to change when they meet Leonard Testarossa, a high ranking member of a mysterious group named Amalgam. After their meeting, Leonard warns her that he would do anything to recruit her even if it means war in the streets of Tokyo.
sentences: What is the story of Keina Kagami?, What is the name of a manga about a city boy and a 20-year-old neighbor who fall in love?, What happened after the Tuatha de Danaan's seajacking incident?, source_sentence: Humanity’s greatest heroes battle the gods for the survival of the human race! Once every millennium, the gods assemble to decide if humanity is worthy of its continued existence or if it should be destroyed! When the verdict is destruction, the final battle between the gods and mortal heroes will decide the survival or extinction of the human race—a battle known as Ragnarok! The Valkyrie Brunhilde has convinced the gods to give humanity a chance at redemption through combat in the Valhalla arena. Seeking a quick end to the proceedings, the gods present their first fighter: Thor, the Norse god of thunder. Facing him is a warrior said to be the strongest in the history of mankind, the legendary general Lü Bu!
sentences: 1. What is the name of the manga with the description “Maybe Inner Gods can never defeat Outer Gods…” so thought Yuwon Kim, a plucky, high-ranking warrior, after a bitter defeat. But Yuwon is too tenacious to give up. His loss becomes the dawn of a new journey as a returnee. With renewed determination, Yuwon starts back from where he began, smashing monster after monster and relearning his skills before taking on the Tower once again. But can he fight his way through the tutorials and level up once more, or will his conquest crumble before him?, What is the name of the manga with the description "Over the course of a hundred years, Rika relived her brutal murder over and over again through countless fragments before finding the world where she could live in peace. But even without the threat of certain death hanging over her head, this world is fraught with dangers. After she's in a terrible accident, Rika wakes up to find herself in the nurse's office--however she's not in her peaceful new world, but rather in an alternate June 1983! Will Rika manage to find a way back to her ideal fragment?!", What is a manga about a small-time thief and a retired cop?, source_sentence: High schoolers (and stepsisters) Yuzu and Mei have gone public with their relationship! The two are happy to be dating out in the open, but friends and family keep trying to butt in with advice. Can Yuzu and Mei figure things out on their own? 
sentences: What is the latest manga about two high schoolers who are in a relationship?, 1. What is the name of the manga about a 22 year old Onizuka who becomes a teacher?, What is the name of a manga about a mysterious rabbit from the Moon and an employee of a black company?, source_sentence: A spin-off about Juda and Daato raising their kids. The trickster twins take the center stage.
sentences: What is the name of the manga with the following description?, What is the name of the manga with the description "During the early years of the hottest MMORPG called Arena, the world’s top ranker Meleegod vanished after setting every possible record in the virtual world. In the real world, this deathly melee damage dealer was the happy-go-lucky Kang Hyeonu, who simply deleted his character and quit his hobby to finish mandatory military service and inherit his father’s company. This rosy future dissolves within two years when a business rival makes his father go bankrupt. Hyeonu struggles to make ends meet with a string of part-time jobs, but his best friend has a better idea. He urges Hyeonu to conquer the Arena once again and earn a cushy living as a gaming celebrity. Vowing to strike it rich and avenge his father, the former Meleegod returns to the Arena as a newbie. Only this time, he’s out for blood!"?, What manga is about Juda and Daato raising their kids?
datasets: tonnnnnnnnnnnnn/sample_prep_triplet
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: triplet
name: Triplet
dataset: name: manga dev
type: manga-dev
metrics: type: cosine_accuracy
value: 0.013333333656191826
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: wikipedia sections test
type: wikipedia-sections-test
metrics: type: cosine_accuracy
value: 0.013333333656191826
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.013333333656191826
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.013333333656191826
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.013333333656191826
name: Cosine Accuracy
verified: no
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Created: 2025-11-09 09:46:23