Model: CalebR84/stsb-distilbert-base-ocl
Author: CalebR84
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100000, 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:100000, loss:OnlineContrastiveLoss
base_model: sentence-transformers/stsb-distilbert-base
widget: source_sentence: Can I retrieve my deleted text messages on my LG phone?
sentences: Why do we sleep?, How do I recover a deleted text message from my phone without a computer?, What are subjects to study in upsc?, source_sentence: How can I prepare for IPS?
sentences: What should I prepare for ips?, I am trying to find a meaning to life, to give a purpose to my life. Is there any book that can help me find my answer, or at least give me the tools?, What are the health benefits of Turmeric?, source_sentence: Which is the best game development laptop for ₹60,000 to ₹70,000 INR?
sentences: Why doesn't Palestine appear on Google Maps as of 2016?, Which is the best laptop for game development under ₹70,000 INR?, What is meant by judicial review in the context of the Indian Judiciary?, source_sentence: Although light beam bouncing between two plates inside a clock is often used to explain time dilation, how can other practical cases be explained?
sentences: Is Run Ze Cao's falsification of Einstein's relativity valid?, If India denies Pakistan water, will Pakistan give up its nuclear weapons?, How do I revise class 12 syllabus in 1 month?, source_sentence: How can I lose weight quickly? Need serious help.
sentences: Which is the best romantic movie?, Why are there so many half-built, abandoned buildings in Mexico?, How can you lose weight really quick?
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: 0.866
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7860240340232849
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8320802005012532
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7848798036575317
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.7811764705882352
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8900804289544236
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.8772887253419398
name: Cosine Ap
verified: no, type: cosine_mcc
value: 0.7256385093029618
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: 0.6392503009812087
name: Average Precision
verified: no, type: f1
value: 0.6435291762586327
name: F1
verified: no, type: precision
value: 0.644658344613225
name: Precision
verified: no, type: recall
value: 0.6424039566368587
name: Recall
verified: no, type: threshold
value: 0.8726956844329834
name: Threshold
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.9172
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9588
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9672
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9762
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9172
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.4102
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2644
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.14058
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7868590910037675
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.91981069059372
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9442488336402158
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9641439212486859
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9388257874901692
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9393049206349205
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9258332306777016
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 34
Created: 2025-05-21 14:06:32