Model: trihoang131/distilroberta-movies-embeddings
Author: trihoang131
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:20000, loss:MultipleNegativesRankingLoss, dataset:trihoang131/movie_dataset_50K, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-distilroberta-v1, base_model:finetune:sentence-transformers/all-distilroberta-v1, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-distilroberta-v1
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:20000, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-distilroberta-v1
widget: source_sentence: Rain portrays the story of a girl trapped with four persons from her past and one of them wants her dead! Who can she trust?
sentences: Mater and Lightning McQueen are ready to rock! When Mater's garage band, Mater and the Gas Caps, records a hit song, Mater becomes a rock legend. Then Lightning joins Mater's band for the rock concert of the century!, Highlighting one of the most innovative American directors, this film reveals the path traveled by the auteur from his small-town Texas roots to his warm reception on the awards circuit. Long before he directed Boyhood, Richard Linklater’s intense desire to create fueled his work outside the Hollywood system. Rather than leave Texas, he chose to collaborate with like-minded artists crafting modest, low-budget films in a DIY style. His ability to showcase realistic characters and tell honest stories was evident from his films, and others soon took notice of his raw talent., A group of friends attend the wake of a child they accidentally killed with their car. Once at the wake, they find themselves trapped and stalked by a masked assailant., source_sentence: Nikita and Volha have been maintaining a dysfunctional relationship for the past 8 years. In the following movie they play fictional Nikita and Volha who have only just met. Can anything be started anew at the end of history?
sentences: Follow 30 Seconds to Mars as they record their latest album, This Is War, and their battle against record label EMI., This is a documentary about the mexican presidential election in july 2th 2006, in which the left candidate Andrés Manuel López Obrador, accused fraud against him and the people. This is the story of their fight for democracy., Kraskov and Vera have long loved each other. They are unable to part, however, and connect their destinies can not and have already accepted the circumstances of life: he has a family, three children. A chance meeting in Moscow with a young couple, familiar with the rest in the South, pushes them to a decisive step…, source_sentence: A symphony in three movements. Things such as a Mediterranean cruise, numerous conversations, in numerous languages, between the passengers, almost all of whom are on holiday... Our Europe. At night, a sister and her younger brother have summoned their parents to appear before the court of their childhood. The children demand serious explanations of the themes of Liberty, Equality and Fraternity. Our humanities. Visits to six sites of true or false myths: Egypt, Palestine, Odessa, Hellas, Naples and Barcelona.
sentences: Four erotic tales from in various historical eras. The first, 'The Tide', is set in the present day, and concerns a student and his young female cousin stranded on the beach by the tide, secluded from prying eyes. 'Therese Philosophe' is set in the nineteenth century, and concerns a girl being locked in her bedroom, where she contemplates the erotic potential of the objects contained within it. 'Erzsebet Bathory' is a portrait of the sixteenth-century countess who allegedly bathed in the blood of virgins, while 'Lucrezia Borgia' concerns an incestuous fifteenth-century orgy involving Lucrezia, her brother, and her father the Pope., A four-part undercover investigation by Al Jazeera into Israel’s covert influence campaign in the United States. To get unprecedented access to the Israel lobby’s inner workings, undercover reporter “Tony” posed as a pro-Israel volunteer in Washington. The resulting film exposes the efforts of Israel and its lobbyists to spy on, smear and intimidate US citizens who support Palestinian human rights, especially BDS – the boycott, divestment and sanctions movement. It shows that Israel’s semi-covert black-ops government agency, the Ministry of Strategic Affairs, is operating this effort in collusion with an extensive network of US-based organizations., Bud Rand, a cowboy who is charged with the care of Little Billy Rand, accepts an offer to appear with Copeland's Wild West Show to ride a horse called "Mankiller." Dude, Copeland's righthand man, resents Bud's attentions to Mary, one of the performers, and when they fight it out, Bud is the victor. In revenge Dude loosens the cinch on the horse....., source_sentence: Autism spectrum disorder (DSA) - It is not what they have, but what they are, who they are. They are Felix, Anthony, Marc and Brigitte. They are different.
sentences: Ryoji, a wanderer, arrives in a remote mountain town, carrying a shotgun and claiming to be a hunter.  He quickly becomes embroiled in a web of trouble surrounding the town's mill., Thinking differently. Chris Packham helps autistic people illustrate how their minds work, helping them connect with their friends and family in a new, more authentic way., Story of a homosexual man who finds out he has AIDS and how people react.  Ex-lovers are brought together when the former is stricken with AIDS. Often humorous and never morose, author William Hoffman doesn't pull his punches with either his portrayal of a gay lifestyle or of the emotional toll the disease takes., source_sentence: Milk the Maid stars newcomer Tia, who is cute, sexy and hot (not necessarily in this order). This erotic comedy tells the story of Milk, a Japanese sexy maid (Tia) who begins living with a Tokyo family. Initially turned off by the prospect of having another mouth to feed, the men of the family are reluctant to accepts Milk, but her irresistible charm kicks in, and she quickly finds her way into their hearts and bedrooms.
sentences: Shankar is a wounded, reluctant and reclusive aghora on a quest to find the cure for his very rare human condition – the one that will be cured, only when he can confront and conquers the haunting ironical questions of his life., Two rogue vagrants make their living as "manure men", turning the waste from the tenement toilets into fertiliser sold to local farmers. Enter Okiku, the only daughter of a fallen samurai, and amongst the overflowing piles of excrement, a well-nourished love story unfolds., Lorenzo is sixteen years old, he is a striker, he lives with his family in Piacenza and plays in the youth teams of a prestigious football team.
datasets: trihoang131/movie_dataset_50K
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on sentence-transformers/all-distilroberta-v1
results: task: type: triplet
name: Triplet
dataset: name: ai movie validation
type: ai-movie-validation
metrics: type: cosine_accuracy
value: 0.9983999729156494
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: ai movie test
type: ai-movie-test
metrics: type: cosine_accuracy
value: 0.9983999729156494
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.9987999796867371
name: Cosine Accuracy
verified: no
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Created: 2025-03-17 08:11:20