Model: tomaarsen/reranker-distilroberta-base-quora-duplicates
Author: tomaarsen
Pipeline: text-classification
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, cross-encoder, text-classification, generated_from_trainer, dataset_size:404290, loss:BinaryCrossEntropyLoss, en, dataset:sentence-transformers/quora-duplicates, arxiv:1908.10084, base_model:distilbert/distilroberta-base, base_model:finetune:distilbert/distilroberta-base, model-index, co2_eq_emissions, region:us
Base models (finetune): id: distilbert/distilroberta-base
Card metadata: language: en
tags: sentence-transformers, cross-encoder, text-classification, generated_from_trainer, dataset_size:404290, loss:BinaryCrossEntropyLoss
base_model: distilbert/distilroberta-base
datasets: sentence-transformers/quora-duplicates
pipeline_tag: text-classification
library_name: sentence-transformers
metrics: accuracy, accuracy_threshold, f1, f1_threshold, precision, recall, average_precision
co2_eq_emissions: emissions: 26.889480385249758
energy_consumed: 0.06917762292257246
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.214
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: CrossEncoder based on distilbert/distilroberta-base
results: task: type: cross-encoder-classification
name: Cross Encoder Classification
dataset: name: quora duplicates dev
type: quora-duplicates-dev
metrics: type: accuracy
value: 0.8938
name: Accuracy
verified: no, type: accuracy_threshold
value: 0.5088549852371216
name: Accuracy Threshold
verified: no, type: f1
value: 0.8612281373675477
name: F1
verified: no, type: f1_threshold
value: 0.3856155276298523
name: F1 Threshold
verified: no, type: precision
value: 0.8182920912178554
name: Precision
verified: no, type: recall
value: 0.908919428725411
name: Recall
verified: no, type: average_precision
value: 0.920292628179356
name: Average Precision
verified: no, task: type: cross-encoder-classification
name: Cross Encoder Classification
dataset: name: quora duplicates test
type: quora-duplicates-test
metrics: type: accuracy
value: 0.8938
name: Accuracy
verified: no, type: accuracy_threshold
value: 0.5091445446014404
name: Accuracy Threshold
verified: no, type: f1
value: 0.8612281373675477
name: F1
verified: no, type: f1_threshold
value: 0.38580775260925293
name: F1 Threshold
verified: no, type: precision
value: 0.8182920912178554
name: Precision
verified: no, type: recall
value: 0.908919428725411
name: Recall
verified: no, type: average_precision
value: 0.92029239602284
name: Average Precision
verified: no
Likes: 0 | All-time downloads: 14
Created: 2025-02-11 13:52:15