Model: bingcheng9/bert-base-uncased-sts
Author: bingcheng9
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss, en, dataset:sentence-transformers/stsb, arxiv:1908.10084, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5749, loss:CosineSimilarityLoss
base_model: google-bert/bert-base-uncased
widget: source_sentence: The man talked to a girl over the internet camera.
sentences: A group of elderly people pose around a dining table., A teenager talks to a girl over a webcam., There is no 'still' that is not relative to some other object., source_sentence: A woman is writing something.
sentences: Two eagles are perched on a branch., It refers to the maximum f-stop (which is defined as the ratio of focal length to effective aperture diameter)., A woman is chopping green onions., 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., Sheep are grazing in the field in front of a line of trees., 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 sitting on the floor in a room is strumming a 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 google-bert/bert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8750639784456109
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8763732796351635
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8500806390555404
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8544026288312274
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8509873124432761
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8552711165079961
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.820163390731617
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8230126279079186
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8750639784456109
name: Pearson Max
verified: no, type: spearman_max
value: 0.8763732796351635
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8488910100773219
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8470522115508275
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8346925106528352
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8347776246956976
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8352622451045902
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8351127906424753
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7832345853494516
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7761724556948709
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8488910100773219
name: Pearson Max
verified: no, type: spearman_max
value: 0.8470522115508275
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 97
Created: 2024-10-29 22:57:15