Model: pierreinalco/distilbert-base-uncased-sts
Author: pierreinalco
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, 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, dataset_size:1K<n<10K, 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 man shoots a man.
sentences: The target was being shot with bullets., Two women compete in a contest., Kittens are eating from dishes., source_sentence: A man is spitting.
sentences: A man is crying., The cougar is chasing the bear., A slow loris hanging on a cord., source_sentence: A man jumping rope
sentences: The man without a shirt is jumping., Suicide bomber strikes in Syria, Two women sitting in lawn chairs., source_sentence: A woman is reading.
sentences: The woman is pencilling on eye shadow., Bombings kill 19 people in Iraq, A man with his dog on the beach., source_sentence: A cat is on a robot.
sentences: A cat is pouncing on a trampoline., Two men are standing in a room., The two men are wearing jeans.
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 dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8697331501677178
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8685180246535534
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8437823469562609
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8453821992823211
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8437006142247849
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8452387041309848
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8131236162716029
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8170086888260258
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8697331501677178
name: Pearson Max
verified: no, type: spearman_max
value: 0.8685180246535534
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8385072210953088
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8381420978910276
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8314551294633353
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8311067092857745
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8321704746684249
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.831638857612135
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7504803996099798
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7471600293342772
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8385072210953088
name: Pearson Max
verified: no, type: spearman_max
value: 0.8381420978910276
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 133
Created: 2024-05-29 05:56:17