Model: adriansanz/sqv-v3
Author: adriansanz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:828, 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:828, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Comunicació prèvia per l'execució de cales, pous i sondejos, en terreny privat, previs a l'actuació definitiva.
sentences: Quin és el requisit per a l'execució de les obres en terreny privat?, Quin és el propòsit del tràmit de rectificació de dades personals?, Quin és el requisit per a la crema en zones de conservació?, source_sentence: En el mateix tràmit també es pot actualitzar el canvi de domicili o dades personals, si escau.
sentences: Quins tributs puc domiciliar amb aquest tràmit?, Quin és el compromís del titular de l'activitat en la Declaració responsable?, Quin és el tràmit que permet actualitzar les dades personals?, source_sentence: El reconeixement administratiu del dret comunicat es produeix salvat el dret de propietat, sens perjudici del de tercers ni de les competències d’altres organismes i administracions.
sentences: Quin és el tràmit que permet una major transparència en la gestió dels animals domèstics?, Quin és el requisit per considerar una tala de masses arbòries?, Quin és el reconeixement administratiu del dret comunicat?, source_sentence: El seu objecte és que -prèviament a la seva execució material- l'Ajuntament comprovi l'adequació de l’actuació a la normativa i planejament, així com a les ordenances municipals.
sentences: Quin és el resultat de rectificar les meves dades personals?, Quin és el paper de les llicències urbanístiques en la instal·lació de construccions auxiliars o mòduls prefabricats?, Quin és l'objectiu de l'Ajuntament en aquest tràmit?, source_sentence: Permet sol·licitar l’autorització per a l’ús comú especial de la via pública per a reserves temporals d’estacionament i espai públic per: càrrega/descàrrega de materials diversos davant d'una obra;
sentences: Quin és el propòsit de les actuacions de manteniment d'elements de façana i cobertes?, Quin és el tràmit per canviar el domicili del permís de conducció i del permís de circulació?, Quins són els materials que es poden càrregar/descarregar en l'ocupació i reserves temporals amb càrrega/descàrrega de materials?
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: 0.1956521739130435
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5434782608695652
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6739130434782609
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7717391304347826
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1956521739130435
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18115942028985504
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13478260869565215
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07717391304347823
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1956521739130435
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5434782608695652
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6739130434782609
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7717391304347826
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.48504415203944085
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.39229641131815035
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4002530280745044
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: 0.1956521739130435
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5543478260869565
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6739130434782609
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7717391304347826
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1956521739130435
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18478260869565213
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13478260869565215
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07717391304347823
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1956521739130435
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5543478260869565
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6739130434782609
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7717391304347826
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.48804421462232656
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3962215320910973
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.404212372178018
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: 0.20652173913043478
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5434782608695652
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6521739130434783
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7608695652173914
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.20652173913043478
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18115942028985504
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13043478260869562
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07608695652173911
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.20652173913043478
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5434782608695652
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6521739130434783
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7608695652173914
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4840641874049137
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.39500086266390616
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4031258766496075
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: 0.18478260869565216
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5434782608695652
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6521739130434783
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.75
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.18478260869565216
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18115942028985504
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13043478260869562
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07499999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.18478260869565216
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5434782608695652
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6521739130434783
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.75
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4702420475154915
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3799301242236025
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.38860307402910876
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: 0.22826086956521738
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5434782608695652
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6956521739130435
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.782608695652174
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.22826086956521738
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18115942028985504
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13913043478260867
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07826086956521737
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.22826086956521738
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5434782608695652
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6956521739130435
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.782608695652174
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5045819494113778
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.41489820565907526
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4206777643300118
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: 0.17391304347826086
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4891304347826087
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6630434782608695
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7608695652173914
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.17391304347826086
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16304347826086954
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1326086956521739
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07608695652173911
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.17391304347826086
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4891304347826087
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6630434782608695
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7608695652173914
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4628441336923734
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.36670548654244295
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.37290616382203134
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-09-30 07:48:21