Model: shiv6891/distilbert-base-uncased-sts
Author: shiv6891
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss, en, dataset:sentence-transformers/stsb, arxiv:1908.10084, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss
base_model: distilbert/distilbert-base-uncased
widget: source_sentence: A chef is preparing some food.
sentences: Five birds stand on the snow., A chef prepared a meal., There is no 'still' that is not relative to some other object., source_sentence: A woman is adding oil on fishes.
sentences: Large cruise ship floating on the water., It refers to the maximum f-stop (which is defined as the ratio of focal length to effective aperture diameter)., The woman is cutting potatoes., source_sentence: The player shoots the winning points.
sentences: Minimum wage laws hurt the least skilled, least productive the most., The basketball player is about to score points for his team., Three televisions, on on the floor, the other two on a box., source_sentence: Stars form in star-formation regions, which itself develop from molecular clouds.
sentences: Although I believe Searle is mistaken, I don't think you have found the problem., It may be possible for a solar system like ours to exist outside of a galaxy., A blond-haired child performing on the trumpet in front of a house while his younger brother watches., source_sentence: While Queen may refer to both Queen regent (sovereign) or Queen consort, the King has always been the sovereign.
sentences: At first, I thought this is a bit of a tricky question., A man plays the guitar., There is a very good reason not to refer to the Queen's spouse as "King" - because they aren't the King.
datasets: sentence-transformers/stsb
pipeline_tag: sentence-similarity
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
model-index: name: SentenceTransformer based on distilbert/distilbert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8642291085749003
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8636290802416872
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8285008772089413
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8321865716910823
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8282551946034169
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8319694808458404
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8066221081863567
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8118286714489834
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8642291085749003
name: Pearson Max
verified: no, type: spearman_max
value: 0.8636290802416872
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8339083420351525
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8346187566753029
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8243304551282445
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8251545390799336
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8249118733526408
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8257057361002418
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7439130269469807
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7388413905485505
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8339083420351525
name: Pearson Max
verified: no, type: spearman_max
value: 0.8346187566753029
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 93
Created: 2024-11-20 22:23:27