Model: redis/langcache-embed-v3-mini-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, loss:ArcFaceInBatchLoss, sentence-similarity, en, 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, loss:ArcFaceInBatchLoss
base_model: sentence-transformers/all-MiniLM-L6-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: 0.5474394601032155
name: Cosine Accuracy@1
verified: no, type: cosine_precision@1
value: 0.5474394601032155
name: Cosine Precision@1
verified: no, type: cosine_recall@1
value: 0.5284894589479743
name: Cosine Recall@1
verified: no, type: cosine_ndcg@10
value: 0.7464232866184599
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.5474394601032155
name: Cosine Mrr@1
verified: no, type: cosine_map@100
value: 0.6905199963377163
name: Cosine Map@100
verified: no, type: cosine_auc_precision_cache_hit_ratio
value: 0.31524254043885996
name: Cosine Auc Precision Cache Hit Ratio
verified: no, type: cosine_auc_similarity_distribution
value: 0.16089488030492544
name: Cosine Auc Similarity Distribution
verified: no
Likes: 1 | All-time downloads: 759
Created: 2025-10-08 11:46:49