Model: celik-muhammed/all-MiniLM-L6-v2-finetuned-imdb
Author: celik-muhammed
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:43371, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, 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: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:43371, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy, dot_accuracy_threshold, dot_f1, dot_f1_threshold, dot_precision, dot_recall, dot_ap, manhattan_accuracy, manhattan_accuracy_threshold, manhattan_f1, manhattan_f1_threshold, manhattan_precision, manhattan_recall, manhattan_ap, euclidean_accuracy, euclidean_accuracy_threshold, euclidean_f1, euclidean_f1_threshold, euclidean_precision, euclidean_recall, euclidean_ap, max_accuracy, max_accuracy_threshold, max_f1, max_f1_threshold, max_precision, max_recall, max_ap
widget: source_sentence:  New Kids on the Block: Step by Step (1990/I)  Step closer to the New Kids on the Block as they share their newest songs, their hottest performances, and their most personal thoughts. Join the guys as they look at where they came from, where they are right now, and where they're headed - step by step.
sentences: Rare, Rare, thriller, source_sentence:  "Vampirism Bites" (2010)  Vampire fan girl Belle always dreamed of becoming a vampire, and finally got her wish on a blind date. She quickly discovers the life of a vampire is not what books, movies and TV have told her, and learns that Vampirism is not a 24/7 sexual and romantic fantasy. In fact, Vampirism Bites.
sentences: thriller, comedy, Rare, source_sentence:  O Candidato Vieira (2005)  A feature documentary about satirical rock star Manuel Joăo Vieira who ran as a candidate for the Presidency of Portugal in 2001. Altough he didn't collect the number of signatures needed to officially put him on the ballots, Vieira's surreal campaign appearances on television talk shows, radio and concerts took the country by storm and left everybody laughing. A political, comedic and musical documentary!
sentences: documentary, short, short, source_sentence:  Ani DiFranco: Live at Babeville (2008)  On September 11 and 12, 2007, Ani DiFranco and her band (Allison Miller on drums, Todd Sickafoose on bass and Mike Dillon on vibes and percussion) played two sold-out shows before a hometown audience in Buffalo, New York. What made those nights so special wasn't just the music-that's always special at an Ani show-but the fact that she was playing the inaugural shows in her very own venue, "Babeville". Now the highlights of the two shows are available on a single DVD featuring eighteen songs (two of which have not yet appeared on studio albums), plus bonus sound check and interview footage, all shot in high definition video and 5.1 surround sound. The result is a must-have memento of Ani at her finest-onstage, playing her guitar and singing with the passion, intensity, and joy that have made her a legend.
sentences: drama, Rare, documentary, source_sentence:  "Oliver Twist" (1985)  In a storm, in a workhouse, to a nameless woman, young Oliver Twist is born into parish care where he's overworked and underfed. As he grows older his adventures take him from the countryside to London, through harsh treatment, kindness, an undertaker, and a thieves' dens, where he makes friends and enemies. But all the time he is pursued by the mysterious Monks, who hires Fagin to turn Oliver into a thief. Oliver is rescued by chance and kind friends. But it's a puzzle of legitimacy, inheritance, and identity that Oliver's friends must attempt to unravel before Monks can destroy Oliver.
sentences: documentary, drama, drama
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.900683492678328
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.601991593837738
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.4642871879513101
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.520057201385498
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.4201015531660693
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.5188600940699069
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.46368250557502916
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.900683492678328
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.6019916534423828
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.4642871879513101
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.5200573205947876
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.4201015531660693
name: Dot Precision
verified: no, type: dot_recall
value: 0.5188600940699069
name: Dot Recall
verified: no, type: dot_ap
value: 0.4636826492476884
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.900304343816287
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 13.547416687011719
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.45818772856562373
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 15.149662017822266
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.40953003559235857
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.5199667988564051
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.45787992811626
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.900683492678328
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.8921977281570435
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.4642871879513101
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.979737401008606
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.4201015531660693
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.5188600940699069
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.46368245984449313
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.900683492678328
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 13.547416687011719
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.4642871879513101
name: Max F1
verified: no, type: max_f1_threshold
value: 15.149662017822266
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.4201015531660693
name: Max Precision
verified: no, type: max_recall
value: 0.5199667988564051
name: Max Recall
verified: no, type: max_ap
value: 0.4636826492476884
name: Max Ap
verified: no, task: type: triplet
name: Triplet
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.6381767038642442
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.3618232961357558
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.6227289495527069
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.6381767038642442
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.6381767038642442
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 127
Created: 2024-06-26 19:33:52