Model: redis/langcache-reranker-v2-modernbert-bce-eps0.5
Author: redis
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, cross-encoder, text-classification, sentence-pair-classification, semantic-similarity, semantic-search, retrieval, reranking, generated_from_trainer, dataset_size:40015318, loss:BinaryCrossEntropyLoss, text-ranking, en, dataset:adbaral/langcache-sentencepairs-v3, arxiv:1908.10084, base_model:Alibaba-NLP/gte-reranker-modernbert-base, base_model:finetune:Alibaba-NLP/gte-reranker-modernbert-base, license:apache-2.0, model-index, region:us
Base models (finetune): id: Alibaba-NLP/gte-reranker-modernbert-base
Card metadata: language: en
license: apache-2.0
tags: cross-encoder, sentence-transformers, text-classification, sentence-pair-classification, semantic-similarity, semantic-search, retrieval, reranking, generated_from_trainer, dataset_size:40015318, loss:BinaryCrossEntropyLoss
base_model: Alibaba-NLP/gte-reranker-modernbert-base
datasets: adbaral/langcache-sentencepairs-v3
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: accuracy, accuracy_threshold, f1, f1_threshold, precision, recall, average_precision, map, mrr@1, ndcg@1
model-index: name: Redis fine-tuned CrossEncoder model for semantic caching on LangCache
results: task: type: cross-encoder-classification
name: Cross Encoder Classification
dataset: name: test cls
type: test_cls
metrics: type: accuracy
value: 0.8232410960748671
name: Accuracy
verified: no, type: accuracy_threshold
value: 0.0888671875
name: Accuracy Threshold
verified: no, type: f1
value: 0.8135080645161289
name: F1
verified: no, type: f1_threshold
value: 0.07275390625
name: F1 Threshold
verified: no, type: precision
value: 0.7605036517368655
name: Precision
verified: no, type: recall
value: 0.8744544442103362
name: Recall
verified: no, type: average_precision
value: 0.8286582785153122
name: Average Precision
verified: no, task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoQuoraRetrieval R25
type: NanoQuoraRetrieval_R25
metrics: type: map
value: 0.7453
name: Map
verified: no, type: mrr@1
value: 0.62
name: Mrr@1
verified: no, type: ndcg@1
value: 0.61
name: Ndcg@1
verified: no, task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoMSMARCO R25
type: NanoMSMARCO_R25
metrics: type: map
value: 0.403
name: Map
verified: no, type: mrr@1
value: 0.26
name: Mrr@1
verified: no, type: ndcg@1
value: 0.26
name: Ndcg@1
verified: no, task: type: cross-encoder-reranking
name: Cross Encoder Reranking
dataset: name: NanoNQ R25
type: NanoNQ_R25
metrics: type: map
value: 0.3781
name: Map
verified: no, type: mrr@1
value: 0.2
name: Mrr@1
verified: no, type: ndcg@1
value: 0.2
name: Ndcg@1
verified: no, task: type: cross-encoder-nano-beir
name: Cross Encoder Nano BEIR
dataset: name: NanoBEIR R25 mean
type: NanoBEIR_R25_mean
metrics: type: map
value: 0.5088
name: Map
verified: no, type: mrr@1
value: 0.36
name: Mrr@1
verified: no, type: ndcg@1
value: 0.3567
name: Ndcg@1
verified: no
Likes: 0 | All-time downloads: 422
Created: 2025-10-21 15:53:48