Model: redis/model-b-structured
Author: redis
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:359997, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:prajjwal1/bert-small, base_model:finetune:prajjwal1/bert-small, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: prajjwal1/bert-small
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:359997, loss:MultipleNegativesRankingLoss
base_model: prajjwal1/bert-small
widget: source_sentence: When do you use Ms. or Mrs.? Is one for a married woman and one for one that's not married? Which one is for what?
sentences: When do you use Ms. or Mrs.? Is one for a married woman and one for one that's not married? Which one is for what?, Nations that do/does otherwise? Which one do I use?, What is the best way to make money on Quora?, source_sentence: Which ointment is applied to the face of UFC fighters at the commencement of a bout? What does it do?
sentences: Why don't bikes have a gear indicator?, Which ointment is applied to the face of UFC fighters at the commencement of a bout? What does it do?, How do I get the body of a UFC Fighter?, source_sentence: Do you love the life you live?
sentences: Which file formats are compatible with iTunes?, Do you love the life you're living?, What is the best way to find a person just using their phone by trying to track the other persons phone and get a location from it?, source_sentence: Can I do shoulder and triceps workout on same day? What other combinations like this can I do?
sentences: Can I do shoulder and triceps workout on same day? I can What other combinations like thisdo?, How can I save a Snapchat video that others posted?, Can I do shoulder and triceps workout on same day? What other combinations like this can I do?, source_sentence: I am a married woman and I'm in love with married man. what should I do?
sentences: How can I earn money easily online?, I am not a married woman and I 'm in love with married man . what should I do ?, I am a married woman and I'm in love with married man. what should I do?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_ndcg@10, cosine_mrr@1, cosine_mrr@5, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on prajjwal1/bert-small
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: val
type: val
metrics: type: cosine_accuracy@1
value: 0.828025
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9027
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.931025
name: Cosine Accuracy@5
verified: no, type: cosine_precision@1
value: 0.828025
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3008999999999999
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.186205
name: Cosine Precision@5
verified: no, type: cosine_recall@1
value: 0.828025
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9027
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.931025
name: Cosine Recall@5
verified: no, type: cosine_ndcg@10
value: 0.8942284691055087
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.828025
name: Cosine Mrr@1
verified: no, type: cosine_mrr@5
value: 0.8677179166666629
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.8721162896825339
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8742240723304836
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 38
Created: 2026-01-05 10:01:32