Model: hongming/e5-large-v2-nli-v1
Author: hongming
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10000, loss:SoftmaxLoss, en, dataset:sentence-transformers/all-nli, arxiv:1908.10084, base_model:intfloat/e5-large-v2, base_model:finetune:intfloat/e5-large-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/e5-large-v2
Card metadata: base_model: intfloat/e5-large-v2
datasets: sentence-transformers/all-nli
language: en
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:10000, loss:SoftmaxLoss
widget: source_sentence: A man selling donuts to a customer during a world exhibition event held in the city of Angeles
sentences: The man is doing tricks., A woman drinks her coffee in a small cafe., The building is made of logs., source_sentence: A group of people prepare hot air balloons for takeoff.
sentences: There are hot air balloons on the ground and air., A man is in an art museum., People watch another person do a trick., source_sentence: Three workers are trimming down trees.
sentences: The goalie is sleeping at home., There are three workers, The girl has brown hair., source_sentence: Two brown-haired men wearing short-sleeved shirts and shorts are climbing stairs.
sentences: The men have blonde hair., A bicyclist passes an esthetically beautiful building on a sunny day, Two men are dancing., source_sentence: A man is sitting in on the side of the street with brass pots.
sentences: a younger boy looks at his father, Children are at the beach., a man does not have brass pots
model-index: name: SentenceTransformer based on intfloat/e5-large-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.25153764364319275
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.3291921844406249
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.2966881773862295
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.32789142408327193
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.29957914563527244
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.3291921844406249
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.2515376443724997
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.3291921844406249
name: Spearman Dot
verified: no, type: pearson_max
value: 0.29957914563527244
name: Pearson Max
verified: no, type: spearman_max
value: 0.3291921844406249
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.27914347241714155
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.30504478158921217
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.3034422953603654
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.30482947439377617
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.30503064655519824
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.30504478158921217
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.2791434684526028
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.30504478158921217
name: Spearman Dot
verified: no, type: pearson_max
value: 0.30503064655519824
name: Pearson Max
verified: no, type: spearman_max
value: 0.30504478158921217
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 131
Created: 2024-07-29 15:33:44