Model: redis/langcache-reranker-v1
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:1056095, loss:BinaryCrossEntropyLoss, text-ranking, en, dataset:aditeyabaral-redis/langcache-sentencepairs, 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:1056095, loss:BinaryCrossEntropyLoss
base_model: Alibaba-NLP/gte-reranker-modernbert-base
datasets: aditeyabaral-redis/langcache-sentencepairs
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: accuracy, accuracy_threshold, f1, f1_threshold, precision, recall, average_precision
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: val
type: val
metrics: type: accuracy
value: 0.77180249851279
name: Accuracy
verified: no, type: accuracy_threshold
value: 0.8926752805709839
name: Accuracy Threshold
verified: no, type: f1
value: 0.6933947772657449
name: F1
verified: no, type: f1_threshold
value: 0.8759380578994751
name: F1 Threshold
verified: no, type: precision
value: 0.678796992481203
name: Precision
verified: no, type: recall
value: 0.7086342229199372
name: Recall
verified: no, type: average_precision
value: 0.7676424589681807
name: Average Precision
verified: no, task: type: cross-encoder-classification
name: Cross Encoder Classification
dataset: name: test
type: test
metrics: type: accuracy
value: 0.8932458360877767
name: Accuracy
verified: no, type: accuracy_threshold
value: 0.7740514278411865
name: Accuracy Threshold
verified: no, type: f1
value: 0.8793234031810149
name: F1
verified: no, type: f1_threshold
value: 0.13515551388263702
name: F1 Threshold
verified: no, type: precision
value: 0.8523633058313522
name: Precision
verified: no, type: recall
value: 0.9080446927374302
name: Recall
verified: no, type: average_precision
value: 0.9357083969904838
name: Average Precision
verified: no
Likes: 0 | All-time downloads: 388
Created: 2025-08-13 05:39:19