Model: smartcat/SRBedding-base-distilled-v1
Author: smartcat
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1765391, loss:MSELoss, arxiv:1908.10084, arxiv:2004.09813, base_model:intfloat/multilingual-e5-base, base_model:finetune:intfloat/multilingual-e5-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-base
Card metadata: base_model: intfloat/multilingual-e5-base
library_name: sentence-transformers
metrics: negative_mse, src2trg_accuracy, trg2src_accuracy, mean_accuracy, 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:1765391, loss:MSELoss
widget: source_sentence: The virus of the October Revolution spread over the Kingdom too.
sentences: Webinar: Rad od kuće - rizici i izazovi za poslodavce u Srbiji (Video) - TSG, Zbog toga i uprkos savetima prijatelja koji mu predviđaju neuspeh, odluči da da otputuje u mesto svoje izabranice, u srce zemlje Baska, kako bi je ubedio da je ona ljubav njegovog života i da je on pravi čovek za nju., Virus Oktobarske revolucije zahvatio je i Kraljevinu., source_sentence: 41st Finat Label competitions 2021 – Dekor Art
sentences: Zahvaljujući kreditu GGF-a, Halk Banka će povećati ponudu i obim svojih Eko-kredita., 41. Finatovo takmičenje 2021. – Dekor Art, Ovaj pristup još uvek oduševljava kupce i čini ih lojalnim., source_sentence: Primary schoolHigh SchoolHigh school or collegeMaster studiesPhD studies
sentences: Osnovna školaSrednja školaViša škola ili fakultetMaster studijeDoktorske studije, Zakon o slobodnom pristupu informacijama od javnog značaja ("Sl.glasnik RS" br.120/04, 54/07, 104/09 i 36/10) predviđa nekoliko izuzetaka od prava na slobodan pristup informacijama od javnog značaja i nijedan od tih izuzetaka, uklјučujući zloupotrebu prava, nije apsolutne prirode, već se zahteva procena pretežnosti interesa u skladu sa članom 8. ovog zakona., U objavi se navodi da je postupak dodele koncesije inicirala V&Z zaštita., source_sentence: It is located in the vicinity of Dubrovnik, 45 minutes by boat.
sentences: Nalazi se u blizini Dubrovnika, 45 minuta plovidbe čamcem., Na vrhuncu ljetnog vala moglo se vakcinisati čak i vikendom., Početna » Vesti » Životna sredina » Moguće je ukinuti upotrebu jednokratne plastike, sledimo ovaj dobar primer, source_sentence: • Mastering the creation and developments of a sales organization;
sentences: Uslijed takvih percepcija koje su se ukorjenjivale tokom dugog niza godina, ovakva ponašanja postala su dio našeg DNK, i na jednoj i na drugoj strani., • Savladaju kreiranje i razvoj prodajne organizacije;, Žene posebno razumeju svakoga, muža slušaju zbog čega nekada liči n a malogradjanski princip žene, a ako ga i ne poštuje opet ga pušta da vodi raspravu iako je ona ta koja uvek ima mnogo šta i pametnije i smislenije reći, ćuti i pušta da on vodi dijalog.
model-index: name: SentenceTransformer based on intfloat/multilingual-e5-base
results: task: type: knowledge-distillation
name: Knowledge Distillation
dataset: name: en sr
type: en-sr
metrics: type: negative_mse
value: -0.013508909614756703
name: Negative Mse
verified: no, task: type: translation
name: Translation
dataset: name: en sr
type: en-sr
metrics: type: src2trg_accuracy
value: 0.978350772988426
name: Src2Trg Accuracy
verified: no, type: trg2src_accuracy
value: 0.9755474756446196
name: Trg2Src Accuracy
verified: no, type: mean_accuracy
value: 0.9769491243165228
name: Mean Accuracy
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts17 test
type: sts17-test
metrics: type: pearson_cosine
value: 0.7660699943263278
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7676614865321542
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7746642228682818
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7672361352987983
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7752780949592708
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7676611912970073
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7660699846109476
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7676611912970073
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7752780949592708
name: Pearson Max
verified: no, type: spearman_max
value: 0.7676614865321542
name: Spearman Max
verified: no, type: pearson_cosine
value: 0.8182713597722144
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8280612221423057
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8303955994134377
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8276719562820248
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8310570904925173
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8280630720930909
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.818271343659885
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8280612221423057
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8310570904925173
name: Pearson Max
verified: no, type: spearman_max
value: 0.8280630720930909
name: Spearman Max
verified: no
Likes: 1 | All-time downloads: 115
Created: 2024-10-10 14:27:30