Model: adriansanz/sqv-v3-10ep
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: 0.18478260869565216
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5108695652173914
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6304347826086957
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7065217391304348
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.18478260869565216
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17028985507246377
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1260869565217391
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07065217391304346
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.18478260869565216
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5108695652173914
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6304347826086957
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7065217391304348
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.44954688371582935
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3659981021394064
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.37514635687986436
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: 0.20652173913043478
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5217391304347826
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6195652173913043
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7065217391304348
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.20652173913043478
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17391304347826086
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.12391304347826085
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07065217391304346
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.20652173913043478
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5217391304347826
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6195652173913043
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7065217391304348
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.45516703581266765
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.37413733609385785
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3836171669286929
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: 0.1956521739130435
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5869565217391305
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6630434782608695
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1956521739130435
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16666666666666669
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11739130434782606
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06630434782608695
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1956521739130435
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5869565217391305
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6630434782608695
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.43246256156462615
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.357651828847481
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.36914470440220704
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: 0.5108695652173914
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5978260869565217
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6847826086956522
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.18478260869565216
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.17028985507246377
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11956521739130431
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06847826086956521
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.18478260869565216
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5108695652173914
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5978260869565217
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6847826086956522
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.43256404920188013
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3512983091787439
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3600643856606516
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: 0.14130434782608695
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.391304347826087
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5434782608695652
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6521739130434783
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14130434782608695
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.13043478260869565
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10869565217391303
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06521739130434781
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14130434782608695
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.391304347826087
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5434782608695652
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6521739130434783
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3875392345536741
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3032738095238095
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.31305191069743293
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: 0.13043478260869565
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.32608695652173914
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.42391304347826086
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5760869565217391
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.13043478260869565
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.10869565217391304
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.08478260869565218
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0576086956521739
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.13043478260869565
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.32608695652173914
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.42391304347826086
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5760869565217391
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.330379527375251
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.25482660455486533
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2660220568888923
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 7
Created: 2024-09-30 07:58:32