Model: tani-at-nola/reranker-deberta-v3-base-nli
Author: tani-at-nola
Pipeline: text-ranking
Library: sentence-transformers
Tags: sentence-transformers, safetensors, deberta-v2, cross-encoder, reranker, generated_from_trainer, dataset_size:942069, loss:BinaryCrossEntropyLoss, text-ranking, arxiv:1908.10084, base_model:microsoft/deberta-v3-base, base_model:finetune:microsoft/deberta-v3-base, model-index, region:us
Base models (finetune): id: microsoft/deberta-v3-base
Card metadata: tags: sentence-transformers, cross-encoder, reranker, generated_from_trainer, dataset_size:942069, loss:BinaryCrossEntropyLoss
base_model: microsoft/deberta-v3-base
pipeline_tag: text-ranking
library_name: sentence-transformers
metrics: accuracy, accuracy_threshold, f1, f1_threshold, precision, recall, average_precision
model-index: name: CrossEncoder based on microsoft/deberta-v3-base
results: task: type: cross-encoder-classification
name: Cross Encoder Classification
dataset: name: AllNLI norm dev
type: AllNLI-norm-dev
metrics: type: accuracy
value: 0.6807244238693595
name: Accuracy
verified: no, type: accuracy_threshold
value: 0.4375791847705841
name: Accuracy Threshold
verified: no, type: f1
value: 0.5465734265734266
name: F1
verified: no, type: f1_threshold
value: 0.00438243243843317
name: F1 Threshold
verified: no, type: precision
value: 0.40035514274006284
name: Precision
verified: no, type: recall
value: 0.8610458284371327
name: Recall
verified: no, type: average_precision
value: 0.49929639749742777
name: Average Precision
verified: no, task: type: cross-encoder-classification
name: Cross Encoder Classification
dataset: name: AllNLI test
type: AllNLI-test
metrics: type: accuracy
value: 0.6814204314204314
name: Accuracy
verified: no, type: accuracy_threshold
value: 0.5599576234817505
name: Accuracy Threshold
verified: no, type: f1
value: 0.5269568771714694
name: F1
verified: no, type: f1_threshold
value: 0.0010413693962618709
name: F1 Threshold
verified: no, type: precision
value: 0.3655438357718045
name: Precision
verified: no, type: recall
value: 0.9436392914653784
name: Recall
verified: no, type: average_precision
value: 0.48186391164637776
name: Average Precision
verified: no
Likes: 0 | All-time downloads: 26
Created: 2025-07-23 12:49:01