Model: praveenku32k/all-MiniLM-L6-v2-sts
Author: praveenku32k
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:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: base_model: sentence-transformers/all-MiniLM-L6-v2
datasets: sentence-transformers/stsb
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:5749, loss:CosineSimilarityLoss
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.
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8937895757423139
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8933408335166381
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8893270459753304
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8931680438618355
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8894951039580792
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8933408335166381
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8937895714961118
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8933411165328404
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8937895757423139
name: Pearson Max
verified: no, type: spearman_max
value: 0.8933411165328404
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8567692080604863
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8581039412647984
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8539129662613905
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8559325366695306
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8559600700692871
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8581039412647984
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8567692052012096
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8581039412647984
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8567692080604863
name: Pearson Max
verified: no, type: spearman_max
value: 0.8581039412647984
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 18
Created: 2024-07-12 09:22:20