Model: redis/langcache-embed-experimental
Author: redis
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, biencoder, text-classification, sentence-pair-classification, semantic-similarity, semantic-search, retrieval, reranking, generated_from_trainer, dataset_size:9233417, loss:ArcFaceInBatchLoss, sentence-similarity, en, dataset:redis/langcache-sentencepairs-v2, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: language: en
license: apache-2.0
tags: biencoder, sentence-transformers, text-classification, sentence-pair-classification, semantic-similarity, semantic-search, retrieval, reranking, generated_from_trainer, dataset_size:9233417, loss:ArcFaceInBatchLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Hayley Vaughan portrayed Ripa on the ABC daytime soap opera , `` All My Children `` , between 1990 and 2002 .
sentences: Traxxpad is a music application for Sony 's PlayStation Portable published by Definitive Studios and developed by Eidos Interactive ., Between 1990 and 2002 , Hayley Vaughan Ripa portrayed in the ABC soap opera `` All My Children `` ., Between 1990 and 2002 , Ripa Hayley portrayed Vaughan in the ABC soap opera `` All My Children `` ., source_sentence: Olivella monilifera is a species of dwarf sea snail , small gastropod mollusk in the family Olivellidae , the marine olives .
sentences: Olivella monilifera is a species of the dwarf - sea snail , small gastropod mollusk in the Olivellidae family , the marine olives ., He was cut by the Browns after being signed by the Bills in 2013 . He was later released ., Olivella monilifera is a kind of sea snail , marine gastropod mollusk in the Olivellidae family , the dwarf olives ., source_sentence: Hayashi said that Mackey `` is a sort of `` of the original model for Tenchi .
sentences: In the summer of 2009 , Ellick shot a documentary about Malala Yousafzai ., Hayashi said that Mackey is `` sort of `` the original model for Tenchi ., Mackey said that Hayashi is `` sort of `` the original model for Tenchi ., source_sentence: Much of the film was shot on location in Los Angeles and in nearby Burbank and Glendale .
sentences: Much of the film was shot on location in Los Angeles and in nearby Burbank and Glendale ., Much of the film was shot on site in Burbank and Glendale and in the nearby Los Angeles ., Traxxpad is a music application for the Sony PlayStation Portable developed by the Definitive Studios and published by Eidos Interactive ., source_sentence: According to him , the earth is the carrier of his artistic work , which is only integrated into the creative process by minimal changes .
sentences: National players are Bold players ., According to him , earth is the carrier of his artistic work being integrated into the creative process only by minimal changes ., According to him , earth is the carrier of his creative work being integrated into the artistic process only by minimal changes .
datasets: redis/langcache-sentencepairs-v2
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_precision@1, cosine_recall@1, cosine_ndcg@10, cosine_mrr@1, cosine_map@100, cosine_auc_precision_cache_hit_ratio, cosine_auc_similarity_distribution
model-index: name: Redis fine-tuned BiEncoder model for semantic caching on LangCache
results: task: type: custom-information-retrieval
name: Custom Information Retrieval
dataset: name: test
type: test
metrics: type: cosine_accuracy@1
value: 0.5767756724811061
name: Cosine Accuracy@1
verified: no, type: cosine_precision@1
value: 0.5767756724811061
name: Cosine Precision@1
verified: no, type: cosine_recall@1
value: 0.5587801563902068
name: Cosine Recall@1
verified: no, type: cosine_ndcg@10
value: 0.765320607860921
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.5767756724811061
name: Cosine Mrr@1
verified: no, type: cosine_map@100
value: 0.7130569949974509
name: Cosine Map@100
verified: no, type: cosine_auc_precision_cache_hit_ratio
value: 0.33372951540341317
name: Cosine Auc Precision Cache Hit Ratio
verified: no, type: cosine_auc_similarity_distribution
value: 0.1529248551010913
name: Cosine Auc Similarity Distribution
verified: no
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Created: 2025-09-29 11:55:10