Model: redis/model-a-baseline
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?, Why don't bikes have a gear indicator?, source_sentence: Which ointment is applied to the face of UFC fighters at the commencement of a bout? What does it do?
sentences: How can I save a Snapchat video that others posted?, 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: How do I die and make it look like an accident?, Do you love the life you're living?, Why am I not motivated by money?, source_sentence: Ordered food on Swiggy 3 days ago.After accepting my money, said no more on Menu! When if ever will I atleast get refund in cr card a/c?
sentences: Is getting to the Tel Aviv airport to catch a 5:30 AM flight very expensive?, What is a cheap healthy diet I can keep the same and eat every day?, Ordered food on Swiggy 3 days ago.After accepting my money, said no more on Menu! When if ever will I atleast get refund in cr card a/c?, source_sentence: How do you earn money on Quora?
sentences: What should I do to make my life interesting?, What are the best blogs/sites to follow on fashion?, What is the best way to make money on Quora?
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: 0.8292
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.905075
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.932925
name: Cosine Accuracy@5
verified: no, type: cosine_precision@1
value: 0.8292
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3016916666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18658500000000003
name: Cosine Precision@5
verified: no, type: cosine_recall@1
value: 0.8292
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.905075
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.932925
name: Cosine Recall@5
verified: no, type: cosine_ndcg@10
value: 0.895673602678825
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.8292
name: Cosine Mrr@1
verified: no, type: cosine_mrr@5
value: 0.869192916666662
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.8735491567460258
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8756171762848609
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 36
Created: 2026-01-05 09:57:51