Model: DashReza7/paraphrase-multilingual-MiniLM-L12-v2_QuoraDuplicateDetection_FINETUNED
Author: DashReza7
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:323432, loss:OnlineContrastiveLoss, en, dataset:sentence-transformers/quora-duplicates, arxiv:1908.10084, base_model:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
Card metadata: base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
datasets: sentence-transformers/quora-duplicates
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:323432, loss:OnlineContrastiveLoss
widget: source_sentence: How do I have a successful career in animation industry with all distance mode of education (from schooling)?
sentences: The LINE app is blocked in China. I bought a VPN, but it's still not working. Can someone help me?, What is independent?, How do I find all distance education schools in any city?, source_sentence: How can I get the funding for my startup without revealing my idea?
sentences: How has demonetization affected big business people like Mukesh Ambani?, How should I go about getting funding for my idea?, What are the advantages and disadvantages of studying an MBBS in China?, source_sentence: I am an okay looking young women but I am always feeling ugly since I'm not extremely beautiful. How can I stop those thoughts?
sentences: Whenever I think about my failures in life, I always feel that I lack some qualities. But which are those qualities, I am not able to find out. How can I find which qualities I lack?, What songs make you cry?, What does histrionic personality disorder feel like physically to you?, source_sentence: What do you think of Prime Minister Narendra Modi's decision to introduce new INR 500 and INR 2000 currency notes?
sentences: What do you think of the decision by the Indian Government to replace 1000 notes with 2000 notes?, How do you find volume from density and mass?, What are the consequences of having a blood sugar level over 300?, source_sentence: Why do complementary angles have to be adjacent?
sentences: What is an AEG airsoft gun?, How can I get rid of my bad habits?, Can two adjacent angles be complementary?
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.8683618194860125
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7981455326080322
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8292439905343131
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7598952651023865
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.7746589487768696
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8921046460992195
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.8822291610822541
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.8359964382003018
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 17.112058639526367
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.7914425390403506
name: Dot F1
verified: no, type: dot_f1_threshold
value: 16.083341598510742
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.7294350282485875
name: Dot Precision
verified: no, type: dot_recall
value: 0.8649716946370549
name: Dot Recall
verified: no, type: dot_ap
value: 0.8438654629805356
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.8568230725469341
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 46.94310760498047
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.8144082547946494
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 50.51482391357422
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.7656268427880646
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.8698288279234918
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.8636170591577621
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.8568849093472507
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 3.0017127990722656
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.8143016129285076
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 3.2429399490356445
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.7652309686542541
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8700968076910194
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.8637642883474006
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.8683618194860125
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 46.94310760498047
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.8292439905343131
name: Max F1
verified: no, type: max_f1_threshold
value: 50.51482391357422
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.7746589487768696
name: Max Precision
verified: no, type: max_recall
value: 0.8921046460992195
name: Max Recall
verified: no, type: max_ap
value: 0.8822291610822541
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 188
Created: 2024-08-26 12:43:52