Model: tomaarsen/reranker-distilroberta-base-stsb
Author: tomaarsen
Pipeline: text-classification
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, cross-encoder, text-classification, generated_from_trainer, dataset_size:5749, loss:BinaryCrossEntropyLoss, en, dataset:sentence-transformers/stsb, 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:5749, loss:BinaryCrossEntropyLoss
base_model: distilbert/distilroberta-base
datasets: sentence-transformers/stsb
pipeline_tag: text-classification
library_name: sentence-transformers
metrics: pearson, spearman
co2_eq_emissions: emissions: 2.6550346776830636
energy_consumed: 0.006830514578476734
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: 0.031
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: CrossEncoder based on distilbert/distilroberta-base
results: task: type: cross-encoder-correlation
name: Cross Encoder Correlation
dataset: name: stsb validation
type: stsb-validation
metrics: type: pearson
value: 0.877295960646044
name: Pearson
verified: no, type: spearman
value: 0.8754151440157509
name: Spearman
verified: no, task: type: cross-encoder-correlation
name: Cross Encoder Correlation
dataset: name: stsb test
type: stsb-test
metrics: type: pearson
value: 0.8503341584157813
name: Pearson
verified: no, type: spearman
value: 0.8388642249054395
name: Spearman
verified: no
Likes: 1 | All-time downloads: 110
Created: 2025-02-11 14:12:06