Model: omega5505/stsb-distilbert-base-ocl
Author: omega5505
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:404290, loss:OnlineContrastiveLoss, en, dataset:sentence-transformers/quora-duplicates, arxiv:1908.10084, base_model:sentence-transformers/stsb-distilbert-base, base_model:finetune:sentence-transformers/stsb-distilbert-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/stsb-distilbert-base
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:404290, loss:OnlineContrastiveLoss
base_model: sentence-transformers/stsb-distilbert-base
widget: source_sentence: Why Modi is putting a ban on 500 and 1000 notes?
sentences: Why making multiple fake accounts on Quora is illegal?, What are the advantages of the decision taken by the Government of India to scrap out 500 and 1000 rupees notes?, Why should I go for internships?, source_sentence: Where can I buy cheap t-shirts?
sentences: Where can I buy cheap wholesale t-shirts?, How can I make money from a blog?, What are the best places to shop in Charleston, SC?, source_sentence: What are the most important mobile applications?
sentences: How can I tell if my wife's vagina had a bigger penis inside?, What is the most important apps in your phone?, What do you think Ned Stark would have done or said to Jon Snow if he was able to join the Night’s Watch or escaped his beheading?, source_sentence: What is the whole process for making Android games with high graphics?
sentences: What lf I don't accept Jesus as God?, I have to masturbate3 times to feel an orgasm sometimes only2 times what is wrong with me I went to the doctor and they do not believe meWhat's wrong?, What does a healthy diet consist of?, source_sentence: Why do so many religious people believe in healing miracles?
sentences: Is Warframe better than Destiny?, What do you like about China?, Is believing in God a bad thing?
datasets: sentence-transformers/quora-duplicates
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, cosine_mcc, average_precision, f1, precision, recall, threshold, cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on sentence-transformers/stsb-distilbert-base
results: task: type: binary-classification
name: Binary Classification
dataset: name: quora duplicates
type: quora-duplicates
metrics: type: cosine_accuracy
value: 0.877
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7857047319412231
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8516284680337757
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.774639368057251
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8209302325581396
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8847117794486216
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.8988328505183655
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.7483655051498526
name: Cosine Mcc
verified: no, task: type: paraphrase-mining
name: Paraphrase Mining
dataset: name: quora duplicates dev
type: quora-duplicates-dev
metrics: type: average_precision
value: 0.5483042026376685
name: Average Precision
verified: no, type: f1
value: 0.5606415792720543
name: F1
verified: no, type: precision
value: 0.5539301735907939
name: Precision
verified: no, type: recall
value: 0.5675176100314733
name: Recall
verified: no, type: threshold
value: 0.8631762564182281
name: Threshold
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.9308
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.969
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9778
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9854
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9308
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.4145333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.26696000000000003
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.14144
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8008592901379665
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9314231047351341
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9558165998609235
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9743579383296442
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9511384841680516
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9511976190476192
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.939071878001028
name: Cosine Map@100
verified: no
Likes: 1 | All-time downloads: 11
Created: 2025-02-11 16:54:21