Model: Deehan1866/Finetuned-electra-large
Author: Deehan1866
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, electra, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7004, loss:SoftmaxLoss, en, dataset:PiC/phrase_similarity, arxiv:1908.10084, base_model:google/electra-large-discriminator, base_model:finetune:google/electra-large-discriminator, model-index, endpoints_compatible, region:us
Base models (finetune): id: google/electra-large-discriminator
Card metadata: base_model: google/electra-large-discriminator
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 google/electra-large-discriminator
results: task: type: binary-classification
name: Binary Classification
dataset: name: quora duplicates dev
type: quora-duplicates-dev
metrics: type: cosine_accuracy
value: 0.748
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9737387895584106
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.7604846225535881
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.9574624300003052
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.7120418848167539
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.816
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.786909093121924
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.667
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 275.4551696777344
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.733229329173167
name: Dot F1
verified: no, type: dot_f1_threshold
value: 266.14727783203125
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.6010230179028133
name: Dot Precision
verified: no, type: dot_recall
value: 0.94
name: Dot Recall
verified: no, type: dot_ap
value: 0.5935392159238977
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.746
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 87.73857116699219
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.7614678899082568
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 131.43374633789062
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.7033898305084746
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.83
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.7904964653279406
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.747
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 4.5833892822265625
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.7610121836925962
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 5.5540361404418945
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.7160493827160493
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.812
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.789806008641207
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.748
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 275.4551696777344
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.7614678899082568
name: Max F1
verified: no, type: max_f1_threshold
value: 266.14727783203125
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.7160493827160493
name: Max Precision
verified: no, type: max_recall
value: 0.94
name: Max Recall
verified: no, type: max_ap
value: 0.7904964653279406
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 517
Created: 2024-07-13 14:22:30