Model: gavinqiangli/my-awesome-bi-encoder
Author: gavinqiangli
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:103663, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: base_model: google-bert/bert-base-uncased
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:103663, loss:MultipleNegativesRankingLoss
widget: source_sentence: How much native Icelandic and advanced Icelandic learners can read and understand Old Norse?
sentences: What are the best answers for "Why should I hire you?"in a cool way?, Are girls shy in expressing their feelings?, If I learn Icelandic can I understand old norse texts?, source_sentence: Where can I get quality assistance for budget conveyancing across the Sydney?
sentences: What are the possible options for India to deal with Uri terror attack?, What is the intended purpose of philosophy?, Where can I get quality assistance in Sydney for any property transaction?, source_sentence: What are some of the best IAS coaching institutions in Mumbai?
sentences: What are best IAS coaching institutes in Mumbai?, Do vampires really exist?, What do most women feel during sex?, source_sentence: Is petroleum engineering still a good major?
sentences: What are some of the best sex stories?, Can I clear CAT in 4.5 months?, What is the future of petroleum engineering graduating in 2020?, source_sentence: How can the drive from Edmonton to Auckland be described, and how do these cities' attractions compare to those in Vancouver?
sentences: How can the drive from Edmonton to Auckland be described, and how does the history of these cities compare and contrast to the history of Vancouver?, What are the best hashtags to use as a photographer on instagram?, Which optional subjects can I choose for the IAS exam?
model-index: name: SentenceTransformer based on google-bert/bert-base-uncased
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.7643828947012523
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8147265911102295
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6959193470955354
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7402496337890625
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5945532101060921
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.838953622964735
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7112611713824615
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.7399583457304374
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 153.5009765625
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6710917251406536
name: Dot F1
verified: no, type: dot_f1_threshold
value: 133.23265075683594
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5683387761657477
name: Dot Precision
verified: no, type: dot_recall
value: 0.8191990122694652
name: Dot Recall
verified: no, type: dot_ap
value: 0.6542447011722929
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.7665197046333613
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 176.4288787841797
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.6972882533068157
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 218.96762084960938
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.590020301314243
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.8522262520256193
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.7109056366977289
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.7665197046333613
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 8.092199325561523
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.6970045347129081
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 9.794208526611328
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.5945518932171071
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8421174473338993
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.7109417385930392
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.7665197046333613
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 176.4288787841797
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.6972882533068157
name: Max F1
verified: no, type: max_f1_threshold
value: 218.96762084960938
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.5945532101060921
name: Max Precision
verified: no, type: max_recall
value: 0.8522262520256193
name: Max Recall
verified: no, type: max_ap
value: 0.7112611713824615
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 7
Created: 2024-11-10 16:41:40