Model: tomaarsen/glove-wikipedia-tf-idf
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss, en, arxiv:1908.10084, model-index, co2_eq_emissions, endpoints_compatible, region:us
Card metadata: language: en
library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, loss:CosineSimilarityLoss
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Women are running.
sentences: Women are running., A brown horse in a green field., A man plays the guitar and sings., source_sentence: A baby is laughing.
sentences: A baby is crawling happily., ‘Nelson Mandela is recovering’, Chinese shares close higher on Tuesday, source_sentence: A woman is reading.
sentences: A woman is writing something., A slow loris hanging on a cord., The lamb is looking at the camera., source_sentence: A man jumping rope
sentences: A man is climbing a rope., Blast on Indian train kills one, Finance minister promises no new taxes, source_sentence: A woman is dancing.
sentences: A man is dancing., A brown horse in a green field., Australia cuts rates to record low
pipeline_tag: sentence-similarity
co2_eq_emissions: emissions: 0.1439181045681014
energy_consumed: 0.0003702530590737928
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 0.009
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: SentenceTransformer
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.757199024718024
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7531549457233511
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.716988424804303
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7272795203957675
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.71702575877283
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7268093526359362
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5785350115318801
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6221005727058916
name: Spearman Dot
verified: no, type: pearson_max
value: 0.757199024718024
name: Pearson Max
verified: no, type: spearman_max
value: 0.7531549457233511
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.6689490577594517
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6405445334782408
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.6176678945140798
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.615214522139229
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.6184837579619497
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6162673767473799
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.50934636927282
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.5194344025197553
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6689490577594517
name: Pearson Max
verified: no, type: spearman_max
value: 0.6405445334782408
name: Spearman Max
verified: no
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Created: 2024-04-25 15:48:11