Model: m-kojima/distilbert-base-uncased-sts-matryoshka
Author: m-kojima
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:5749, loss:MatryoshkaLoss, loss:CoSENTLoss, en, dataset:sentence-transformers/stsb, arxiv:1908.10084, arxiv:2205.13147, 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, dense, generated_from_trainer, dataset_size:5749, loss:MatryoshkaLoss, loss:CoSENTLoss
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 768
type: sts-dev-768
metrics: type: pearson_cosine
value: 0.8633588418287296
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8768617650648943
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 512
type: sts-dev-512
metrics: type: pearson_cosine
value: 0.8614580865205513
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8765019452277312
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 256
type: sts-dev-256
metrics: type: pearson_cosine
value: 0.8578614722896735
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8738854866614448
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 128
type: sts-dev-128
metrics: type: pearson_cosine
value: 0.8482362607173641
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8701007671041029
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev 64
type: sts-dev-64
metrics: type: pearson_cosine
value: 0.8312830168619432
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8606385437051788
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 768
type: sts-test-768
metrics: type: pearson_cosine
value: 0.8353660685929243
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8540023803755805
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 512
type: sts-test-512
metrics: type: pearson_cosine
value: 0.8342530653931386
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8537258870347888
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 256
type: sts-test-256
metrics: type: pearson_cosine
value: 0.8252875307808195
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8487420515303178
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 128
type: sts-test-128
metrics: type: pearson_cosine
value: 0.816387013368803
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8444548793811665
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test 64
type: sts-test-64
metrics: type: pearson_cosine
value: 0.8008404468791281
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8375121930294936
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 10
Created: 2025-12-09 03:37:58