Model: adriansanz/ST-tramits-SQV-005-5ep
Author: adriansanz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5520, 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:5520, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Pagar un rebut o una liquidació pendent de pagament
sentences: Què és el tràmit per pagar un rebut o liquidació?, Quin és el tràmit que permet la inscripció d'una entitat o associació?, Quin és el límit de temps per a la instal·lació de tanques provisionals?, source_sentence: Mitjançant decret de data 11/10/2022 núm. 202204494 s'inicia el procés de concurrència competitiva per accedir a les parades vacants del mercat de les Fonts.
sentences: Quin és el mercat on es va iniciar el procés de concurrència competitiva per accedir a les parades vacants?, Puc sol·licitar un certificat històric d'empadronament per a una persona que ja no viu al municipi?, Necessito obtenir un duplicat del títol de dret funerari perquè he perdut l'original, source_sentence: Comunicar les dades per realitzar la notificació electrònica de tots els procediments en què l’obligat legal sigui titular o part implicada, i hagi de ser notificat o notificada.
sentences: Quin és el paper de l'Ajuntament en la inspecció de les condicions específiques?, Quin és el tràmit relacionat amb la targeta ciutadana de serveis?, Qui és el titular o part implicada en els procediments?, source_sentence: Aquest tràmit permet sol·licitar l'informe municipal sobre la integració social de persones estrangeres.
sentences: Puc canviar la concessió del meu dret funerari per una raó específica?, Quin és el procediment per a obtenir l'informe d'inserció social?, Quin és el propòsit de la formació en higiene alimentària, source_sentence: Permet tramitar la baixa de les activitats esportives municipals.
sentences: Quin és el procés per a donar de baixa una activitat esportiva?, On es pot recollir els dorsals el dia de la cursa?, Quin és el benefici fiscal que es pot obtenir?
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: 0.1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.22608695652173913
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.30434782608695654
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4956521739130435
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.0753623188405797
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.060869565217391314
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04956521739130433
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.22608695652173913
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.30434782608695654
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4956521739130435
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2644535096144644
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.19486714975845426
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21422014718167715
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: 0.1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.21304347826086956
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.49130434782608695
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07101449275362319
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06000000000000001
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04913043478260868
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.21304347826086956
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.49130434782608695
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2611989525147102
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.19224465148378198
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21168860407432996
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: 0.09565217391304348
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.25217391304347825
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3217391304347826
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5043478260869565
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.09565217391304348
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08405797101449275
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06434782608695652
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05043478260869564
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.09565217391304348
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.25217391304347825
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3217391304347826
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5043478260869565
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2736727362077943
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.20330400276052454
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2225493022129085
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: 0.09130434782608696
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.24347826086956523
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.32608695652173914
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4782608695652174
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.09130434782608696
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08115942028985507
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06521739130434782
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04782608695652173
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.09130434782608696
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.24347826086956523
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.32608695652173914
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4782608695652174
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.25842339032219125
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.19112146307798494
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21262325852877148
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: 0.09565217391304348
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2217391304347826
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.32608695652173914
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5130434782608696
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.09565217391304348
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07391304347826087
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06521739130434782
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05130434782608694
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.09565217391304348
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2217391304347826
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.32608695652173914
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5130434782608696
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2703816814799584
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1968685300207041
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21575875323163748
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: 0.10434782608695652
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.23478260869565218
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3217391304347826
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.49130434782608695
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.10434782608695652
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.0782608695652174
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06434782608695652
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.049130434782608694
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.10434782608695652
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.23478260869565218
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3217391304347826
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.49130434782608695
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.268671836286108
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.20097135955831624
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.22058427749634182
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-10-02 08:21:55