Model: adriansanz/ST-tramits-SB-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:2372, 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:2372, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Heu de veure si és necessari un estudi d'aïllament acústic i quin nivell d'aïllament acústic precisa l'activitat.
sentences: Quin és el paper de les persones que resideixen amb el titular del dret d'habitatge en la política d'habitatge?, Quin és el límit de superfície per a les carpes informatives?, Quin és l'objectiu de l'estudi d'aïllament acústic?, source_sentence: Si us voleu matricular al proper curs 2022-2023 d'arts plàstiques ho podeu fer a partir del 1 de juliol a les 16h, seleccionant una d'aquestes opcions:
sentences: Quin és el període de matrícula per al curs 2022-2023 d'arts plàstiques?, Quan no cal presentar al·legacions en un expedient de baixa d'ofici?, Quin és l'objectiu de les al·legacions respecte a un expedient sancionador de l'Ordenança Municipal de Civisme i Convivència Ciutadana?, source_sentence: Annexes Econòmics (Cooperació)
sentences: Qui és el responsable de l'elaboració de l'informe d'adequació de l'habitatge?, Què han de fer les persones interessades durant el tràmit d'audiència en el procés d'inclusió al registre municipal d'immobles desocupats?, Quin és l'àmbit de la cooperació econòmica?, source_sentence: En virtut del conveni de col.laboració amb l'Atrium de Viladecans, tots els ciutadans que acreditin la seva residència a Viladecans es podran beneficiar d'un 20% de descompte en la programació de teatre, música i dansa, objecte del conveni.
sentences: Quin és el resultat de consultar un expedient d'activitats?, Quin és el format de resposta d'aquesta sol·licitud?, Quin és el descompte que s'aplica en la programació de teatre, música i dansa per als ciutadans de Viladecans?, source_sentence: Descripció. Retorna en format JSON adequat
sentences: Quin és el contingut de l'annex específic?, Quin tipus d'ocupació es refereix a la renúncia de la llicència?, Què passa amb l'habitatge?
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: 0.33220910623946037
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5902192242833052
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6998313659359191
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8094435075885329
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.33220910623946037
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1967397414277684
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1399662731871838
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08094435075885327
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.33220910623946037
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5902192242833052
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6998313659359191
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8094435075885329
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5625986746470664
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4843170320404718
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.49243646079034575
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: 0.3406408094435076
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5767284991568297
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6981450252951096
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8161888701517707
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3406408094435076
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.19224283305227655
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1396290050590219
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08161888701517706
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3406408094435076
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5767284991568297
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6981450252951096
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8161888701517707
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5661348054508011
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4872065633448428
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.49520736709122076
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: 0.3305227655986509
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5801011804384486
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6947723440134908
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8161888701517707
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3305227655986509
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.19336706014614952
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13895446880269813
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08161888701517707
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3305227655986509
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5801011804384486
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6947723440134908
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8161888701517707
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5629643418278626
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4829913809256133
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.49079988310494693
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: 0.3288364249578415
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5885328836424958
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7015177065767285
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8094435075885329
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3288364249578415
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1961776278808319
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.14030354131534567
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08094435075885327
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3288364249578415
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5885328836424958
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7015177065767285
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8094435075885329
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5625842077927447
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.48416981182579805
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.49201787335851555
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: 0.3473861720067454
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.581787521079258
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6998313659359191
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.806070826306914
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3473861720067454
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.19392917369308602
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1399662731871838
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0806070826306914
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3473861720067454
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.581787521079258
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6998313659359191
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.806070826306914
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.565365572327355
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4893626703070211
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.49726527073459287
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: 0.2917369308600337
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5682967959527825
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6644182124789207
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7875210792580101
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.2917369308600337
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18943226531759413
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13288364249578413
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07875210792580102
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.2917369308600337
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5682967959527825
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6644182124789207
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7875210792580101
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5320349463938843
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.45117106988945077
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.45948574441166834
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-10-14 09:07:59