Model: pulkitmehtawork/distil-bert-uncased-pulkit-sts
Author: pulkitmehtawork
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: 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
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: 0.8698548909816426
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8686926054622319
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8411454062130597
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8415027089223821
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 70
Created: 2025-02-22 12:51:10