Model: youssefkhalil320/all-MiniLM-L12-v2-pairscore
Author: youssefkhalil320
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:510287, loss:CoSENTLoss, en, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L12-v2, base_model:finetune:sentence-transformers/all-MiniLM-L12-v2, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L12-v2
Card metadata: base_model: sentence-transformers/all-MiniLM-L12-v2
language: en
library_name: sentence-transformers
license: apache-2.0
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:510287, loss:CoSENTLoss
widget: source_sentence: bag
sentences: bag, summer colors bag, carry all bag, source_sentence: bean bag
sentences: bag, havan bag, black yellow shoes, source_sentence: pyramid shaped cushion mattress
sentences: dress, silver bag, women shoes, source_sentence: handcrafted rug
sentences: amaga  cross bag - white, handcrafted boots, polyester top, source_sentence: bean bag
sentences: bag, v-neck dress, bag
model-index: name: all-MiniLM-L12-v2-pair_score
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: -0.10403022864037037
name: Pearson Cosine
verified: no, type: spearman_cosine
value: -0.1437799564130218
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: -0.10847915569723102
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: -0.14274368509273366
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: -0.11064121359722408
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: -0.14377964610318103
name: Spearman Euclidean
verified: no, type: pearson_dot
value: -0.10403015819885228
name: Pearson Dot
verified: no, type: spearman_dot
value: -0.14377961300118045
name: Spearman Dot
verified: no, type: pearson_max
value: -0.10403015819885228
name: Pearson Max
verified: no, type: spearman_max
value: -0.14274368509273366
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-10-19 15:07:03