Model: hongming/distilbert-base-uncased-sts
Author: hongming
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss, en, 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
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss
base_model: distilbert/distilbert-base-uncased
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: A plane in the sky.
sentences: Two airplanes in the sky., A man plays an acoustic guitar., The small dog protects its owner., source_sentence: A man jumping rope
sentences: A man climbs a rope., A doctor prescribes a medicine., A woman is playing the flute., source_sentence: Women are dancing.
sentences: A woman is dancing., A small dog is laying on a bed., A dog is carrying a man in a canoe., source_sentence: A woman is dancing.
sentences: A man is dancing., A man is playing an instrument., A man is slicing a tomato., source_sentence: A plane is landing.
sentences: A animated airplane is landing., A woman is applying eye shadow., A dog is chasing cows.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on distilbert/distilbert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8414001518049624
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8418428302895791
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8304127037688629
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8295567787464936
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8302418503614886
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8297826805281623
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7576090715318079
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7556546633999934
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8414001518049624
name: Pearson Max
verified: no, type: spearman_max
value: 0.8418428302895791
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 122
Created: 2024-05-22 23:08:05