Model: Deehan1866/finetuned-sentence-transformers-multi-qa-mpnet-base-dot-v1
Author: Deehan1866
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7004, loss:SoftmaxLoss, en, dataset:PiC/phrase_similarity, arxiv:1908.10084, base_model:sentence-transformers/multi-qa-mpnet-base-dot-v1, base_model:finetune:sentence-transformers/multi-qa-mpnet-base-dot-v1, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/multi-qa-mpnet-base-dot-v1
Card metadata: base_model: sentence-transformers/multi-qa-mpnet-base-dot-v1
datasets: PiC/phrase_similarity
language: en
library_name: sentence-transformers
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7004, loss:SoftmaxLoss
widget: source_sentence: Google SEO expert Matt Cutts had a similar experience, of the eight magazines and newspapers Cutts tried to order, he received zero.
sentences: He dissolved the services of her guards and her court attendants and seized an expansive reach of properties belonging to her., Google SEO expert Matt Cutts had a comparable occurrence, of the eight magazines and newspapers Cutts tried to order, he received zero., bill's newest solo play, "all over the map", premiered off broadway in april 2016, produced by all for an individual cinema., source_sentence: Shula said that Namath "beat our blitz" with his fast release, which let him quickly dump the football off to a receiver.
sentences: Shula said that Namath "beat our blitz" with his quick throw, which let him quickly dump the football off to a receiver., it elects a single component of parliament (mp) by the first past the post system of election., Matt Groening said that West was one of the most widely known group to ever come to the studio., source_sentence: When Angel calls out her name, Cordelia suddenly appears from the opposite side of the room saying, "Yep, that chick's in rough shape.
sentences: The ruined row of text, part of the Florida East Coast Railway, was repaired by 2014 renewing freight train access to the port., When Angel calls out her name, Cordelia suddenly appears from the opposite side of the room saying, "Yep, that chick's in approximate form., Chaplin's films introduced a moderated kind of comedy than the typical Keystone farce, and he developed a large fan base., source_sentence: The following table shows the distances traversed by National Route 11 in each different department, showing cities and towns that it passes by (or near).
sentences: The following table shows the distances traversed by National Route 11 in each separate city authority, showing cities and towns that it passes by (or near)., Similarly, indigenous communities and leaders practice as the main rule of law on local native lands and reserves., later, sylvan mixed gary numan's albums "replicas" (with numan's previous band tubeway army) and "the quest for instant gratification"., source_sentence: She wants to write about Keima but suffers a major case of writer's block.
sentences: In some countries, new extremist parties on the extreme opposite of left of the political spectrum arose, motivated through issues of immigration, multiculturalism and integration., specific medical status of movement and the general condition of movement both are conditions under which contradictions can move., She wants to write about Keima but suffers a huge occurrence of writer's block.
model-index: name: SentenceTransformer based on sentence-transformers/multi-qa-mpnet-base-dot-v1
results: task: type: binary-classification
name: Binary Classification
dataset: name: quora duplicates dev
type: quora-duplicates-dev
metrics: type: cosine_accuracy
value: 0.681
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8657017946243286
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.7373493975903616
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.5984358787536621
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.6161073825503356
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.918
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7182646093780225
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.678
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 35.86492156982422
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.7361668003207699
name: Dot F1
verified: no, type: dot_f1_threshold
value: 26.907243728637695
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.6144578313253012
name: Dot Precision
verified: no, type: dot_recall
value: 0.918
name: Dot Recall
verified: no, type: dot_ap
value: 0.6677244029971525
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.682
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 75.9630126953125
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.7362459546925567
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 128.1773681640625
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.6182065217391305
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.91
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.719303642596625
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.682
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 3.447394847869873
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.7361668003207699
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 6.024651527404785
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.6144578313253012
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.918
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.7195081644602263
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.682
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 75.9630126953125
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.7373493975903616
name: Max F1
verified: no, type: max_f1_threshold
value: 128.1773681640625
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.6182065217391305
name: Max Precision
verified: no, type: max_recall
value: 0.918
name: Max Recall
verified: no, type: max_ap
value: 0.7195081644602263
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 193
Created: 2024-07-15 06:13:33