Model: srikarvar/fine_tuned_model_5
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2332, loss:OnlineContrastiveLoss, arxiv:1908.10084, base_model:intfloat/multilingual-e5-small, base_model:finetune:intfloat/multilingual-e5-small, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-small
Card metadata: base_model: intfloat/multilingual-e5-small
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:2332, loss:OnlineContrastiveLoss
widget: source_sentence: Who discovered the structure of DNA?
sentences: Who discovered the structure of RNA?, Steps to apply for a scholarship, First human to set foot on the moon, source_sentence: Who directed 'Schindler's List'?
sentences: Who directed 'The Pianist'?, What are some high paying jobs for a fresher with an M.Tech in biotechnology?, Where can I find gluten-free restaurants?, source_sentence: Which is the best shares to purchase and sale daily trading?
sentences: In Sydney, which company would be the best to get advice for Business Sales & Purchases?, Steps to adjust phone settings, Is a 3.8 GPA sufficient to get into a top school?, source_sentence: Nd she is always sad?
sentences: Where to purchase organic produce, Aerodynamically what happens when propellor rotates?, How is unsupervised learning used for data insights?, source_sentence: How to bake a pie?
sentences: What is the population of Chicago?, Steps to bake a pie, What is the distribution of traffic between Google organic search results? e.g. #1 vs. #2 in rankings, first page vs. second page
model-index: name: SentenceTransformer based on intfloat/multilingual-e5-small
results: task: type: binary-classification
name: Binary Classification
dataset: name: pair class dev
type: pair-class-dev
metrics: type: cosine_accuracy
value: 0.8653846153846154
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.872760534286499
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8656716417910447
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8200240135192871
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8285714285714286
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.90625
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9322624848213654
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.8653846153846154
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.872760534286499
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.8656716417910447
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.8200240135192871
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8285714285714286
name: Dot Precision
verified: no, type: dot_recall
value: 0.90625
name: Dot Recall
verified: no, type: dot_ap
value: 0.9322624848213654
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.8692307692307693
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 9.252302169799805
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.8721804511278196
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 9.252302169799805
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.8405797101449275
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.90625
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9322911488571455
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.8653846153846154
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.5044240355491638
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.8656716417910447
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.5999571084976196
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8285714285714286
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.90625
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9322624848213654
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.8692307692307693
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 9.252302169799805
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.8721804511278196
name: Max F1
verified: no, type: max_f1_threshold
value: 9.252302169799805
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8405797101449275
name: Max Precision
verified: no, type: max_recall
value: 0.90625
name: Max Recall
verified: no, type: max_ap
value: 0.9322911488571455
name: Max Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: pair class test
type: pair-class-test
metrics: type: cosine_accuracy
value: 0.916
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.844039261341095
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.907488986784141
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8230063319206238
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8728813559322034
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.944954128440367
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.96095333014952
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.916
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.8440393209457397
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.907488986784141
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.8230063319206238
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8728813559322034
name: Dot Precision
verified: no, type: dot_recall
value: 0.944954128440367
name: Dot Recall
verified: no, type: dot_ap
value: 0.96095333014952
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.916
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 8.581160545349121
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.907488986784141
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 9.327116012573242
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.8728813559322034
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.944954128440367
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9612698712458685
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.916
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.5584936141967773
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.907488986784141
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.594968318939209
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8728813559322034
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.944954128440367
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.96095333014952
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.916
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 8.581160545349121
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.907488986784141
name: Max F1
verified: no, type: max_f1_threshold
value: 9.327116012573242
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8728813559322034
name: Max Precision
verified: no, type: max_recall
value: 0.944954128440367
name: Max Recall
verified: no, type: max_ap
value: 0.9612698712458685
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 11
Created: 2024-08-28 10:40:08