Model: adriansanz/ST-tramits-VIL-001-5ep
Author: adriansanz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4091, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-m3, base_model:finetune:BAAI/bge-m3, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-m3
Card metadata: base_model: BAAI/bge-m3
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4091, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Aquest tràmit permet formalitzar la matrícula a les llars d’infants municipals, si l'infant ha estat admès al període de preinscripcions.
sentences: Quin és el tràmit que es realitza abans de la matrícula?, Quin és el propòsit de l'Ajuntament en aquest tràmit?, Què es pot fer amb les exclusions indegudes al Cens Electoral?, source_sentence: També cal que facis aquest tràmit per revocar o modificar les dades de correu electrònic i/o telèfon mòbil facilitades per portar a terme les notificacions.
sentences: Què passa si vull canviar la meva adreça de correu electrònic?, Quin és el resultat de no comunicar la finalització de les obres en el termini establert?, Quin és el procés de selecció de personal de l'Ajuntament de Viladecavalls?, source_sentence: Aquest tràmit et permet comunicar a l'ajuntament de Viladecavalls, l'actuació en representació fer efectuar un tràmit, d'acord a l'article 5 de la Llei 39/2015,d'1 d'octubre, del Procediment Administratiu Comú de les Administracions Públiques.
sentences: Quin és el registre que es relaciona amb les dades que es modifiquen?, Quan es pot consultar la llista definitiva d'admessos?, Quin és el paper de fer efectuar un tràmit en representació a tercers?, source_sentence: La taxa per la prestació del Servei de Gestió dels Residus Municipals.
sentences: Quins són els motius per inscriure's al Servei Local d'Ocupació?, Quin és el document que es necessita per a la sol·licitud de volants col·lectius o de convivència?, Quin és el paper de la taxa d'escombraries en aquest procés?, source_sentence: S'ha de comunicar la realització de focs d’esbarjo i qualsevol mena de crema de vegetació agrària en microexplotacions o petites explotacions agràries...
sentences: Què cal fer si no has rebut el document per pagar IVTM o IBI?, Quin és el tipus de explotacions agràries que estan subjectes a la comunicació de focs d'esbarjo o cremes de vegetació agrària en microexplotacions?, Quin és el paper de les bases de la convocatòria en la sol·licitud de subvenció?
model-index: name: SentenceTransformer based on BAAI/bge-m3
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 1024
type: dim_1024
metrics: type: cosine_accuracy@1
value: 0.12408759124087591
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.22627737226277372
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3357664233576642
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5328467153284672
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12408759124087591
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.0754257907542579
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06715328467153285
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05328467153284672
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12408759124087591
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.22627737226277372
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3357664233576642
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5328467153284672
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.28998901896488977
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.21748928281774996
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.24037395859471752
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.1386861313868613
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.26277372262773724
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3357664233576642
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5693430656934306
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1386861313868613
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08759124087591241
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06715328467153284
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05693430656934306
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1386861313868613
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.26277372262773724
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3357664233576642
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5693430656934306
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.31363827421519996
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.23752751708956085
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2568041111732728
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.1386861313868613
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.27007299270072993
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3795620437956204
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5693430656934306
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1386861313868613
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.0900243309002433
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.07591240875912408
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05693430656934306
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1386861313868613
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.27007299270072993
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3795620437956204
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5693430656934306
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.317041085199572
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.24058046576294745
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2615607719139071
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.12408759124087591
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2773722627737226
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.32116788321167883
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5182481751824818
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12408759124087591
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09245742092457421
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06423357664233577
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.051824817518248176
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12408759124087591
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2773722627737226
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.32116788321167883
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5182481751824818
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.29042019634687105
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2218456725755996
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.24399596123266679
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.10948905109489052
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.25547445255474455
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.40145985401459855
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5401459854014599
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.10948905109489052
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08515815085158149
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.08029197080291971
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05401459854014598
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.10948905109489052
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.25547445255474455
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.40145985401459855
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5401459854014599
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2983398214582463
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.22380952380952376
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2454078859030295
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.10948905109489052
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.20437956204379562
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3284671532846715
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5547445255474452
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.10948905109489052
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06812652068126519
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06569343065693431
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05547445255474452
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.10948905109489052
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.20437956204379562
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3284671532846715
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5547445255474452
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.28965339873789575
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.21023635731664925
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.22988556376565739
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-11-12 10:56:18