Model: srikarvar/fine_tuned_model_6
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1972, 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:1972, loss:OnlineContrastiveLoss
widget: source_sentence: Who invented the World Wide Web?
sentences: What universities does Chart Industries recruit new grads from? What majors are they looking for?, Who invented the internet?, What are the benefits of a balanced diet?, source_sentence: Who was the second President of the United States?
sentences: Second leader of the USA, How many people live in Germany?, How do I get over someone I loved now that we broke up last year and I still miss her?, source_sentence: How did you first come across porn?
sentences: How were you first introduced to porn?, Date of signing the Declaration of Independence, Do we need the IPC section 375?, source_sentence: How to invest in cryptocurrency?
sentences: What is the cheapest toothpaste?, What are the environmental advantages of recycling?, How to trade cryptocurrency?, source_sentence: What is the speed of a racing drone?
sentences: Who was the first person to swim across the Atlantic?, People say "don't try to please others." Does being nice to others mean pleasing them?, What is the speed of a racing car?
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: 0.8772727272727273
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8647407293319702
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8682926829268292
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8647407293319702
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8725490196078431
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8640776699029126
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9227827652550092
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.8772727272727273
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.8647407293319702
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.8682926829268292
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.8647407293319702
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8725490196078431
name: Dot Precision
verified: no, type: dot_recall
value: 0.8640776699029126
name: Dot Recall
verified: no, type: dot_ap
value: 0.9227827652550092
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.8772727272727273
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 8.025869369506836
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.8703703703703703
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 9.006706237792969
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.831858407079646
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.912621359223301
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9221498446893291
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.8772727272727273
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.5201112031936646
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.8682926829268292
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.5201112031936646
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8725490196078431
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8640776699029126
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9227827652550092
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.8772727272727273
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 8.025869369506836
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.8703703703703703
name: Max F1
verified: no, type: max_f1_threshold
value: 9.006706237792969
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8725490196078431
name: Max Precision
verified: no, type: max_recall
value: 0.912621359223301
name: Max Recall
verified: no, type: max_ap
value: 0.9227827652550092
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: 0.8772727272727273
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8647407293319702
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8682926829268292
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8647407293319702
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8725490196078431
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8640776699029126
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9227827652550092
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.8772727272727273
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 0.8647407293319702
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.8682926829268292
name: Dot F1
verified: no, type: dot_f1_threshold
value: 0.8647407293319702
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.8725490196078431
name: Dot Precision
verified: no, type: dot_recall
value: 0.8640776699029126
name: Dot Recall
verified: no, type: dot_ap
value: 0.9227827652550092
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.8772727272727273
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 8.025869369506836
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.8703703703703703
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 9.006706237792969
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.831858407079646
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.912621359223301
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.9221498446893291
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.8772727272727273
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 0.5201112031936646
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.8682926829268292
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 0.5201112031936646
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.8725490196078431
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8640776699029126
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.9227827652550092
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.8772727272727273
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 8.025869369506836
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.8703703703703703
name: Max F1
verified: no, type: max_f1_threshold
value: 9.006706237792969
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.8725490196078431
name: Max Precision
verified: no, type: max_recall
value: 0.912621359223301
name: Max Recall
verified: no, type: max_ap
value: 0.9227827652550092
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 109
Created: 2024-08-28 12:08:28