Model: dariolopez/bge-m3-es-legal-tmp-4
Author: dariolopez
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2947, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, es, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-m3, base_model:finetune:BAAI/bge-m3, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-m3
Card metadata: base_model: BAAI/bge-m3
language: es
library_name: sentence-transformers
license: apache-2.0
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:2947, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Es uso privativo el que determina la ocupación de una porción del dominio público, de modo que se limita o excluye la utilización del mismo por otros interesados.
sentences: ¿Qué es el uso privativo de los bienes de dominio público?, ¿Qué es la sanidad ambiental?, ¿Qué información básica debe contener la información que se facilita al afectado cuando se obtienen datos personales de él?, source_sentence: Las retribuciones básicas, que se fijan en la Ley de Presupuestos Generales del Estado, estarán integradas única y exclusivamente por: a) El sueldo asignado a cada Subgrupo o Grupo de clasificación profesional, en el supuesto de que éste no tenga Subgrupo. b) Los trienios, que consisten en una cantidad, que será igual para cada Subgrupo o Grupo de clasificación profesional, en el supuesto de que éste no tenga Subgrupo, por cada tres años de servicio.
sentences: ¿Qué se entiende por retribuciones básicas?, ¿Cuál es el título competencial de esta ley orgánica?, ¿Qué se aprueba a propuesta del Ministro de Hacienda?, source_sentence: Se reconoce el valor social de las niñas, niños y adolescentes como personas que realizan un aporte afectivo, cultural y ético al caudal social, y cuyo protagonismo, creatividad y posicionamiento activo enriquecen la vida colectiva.
sentences: ¿Qué sucede si se produce un incumplimiento de las actuaciones establecidas en el Plan de inclusión sociolaboral?, ¿Qué se reconoce en cuanto al valor social de la infancia?, ¿Cuál es el plazo de prescripción de las infracciones?, source_sentence: Las empresas y las universidades podrán promover y participar en programas de voluntariado que cumplan los requisitos establecidos en esta Ley.
sentences: ¿Cuál es la consideración de las infracciones muy graves?, ¿Qué tipo de empresas pueden promover y participar en programas de voluntariado?, ¿Qué tipo de entidades están obligadas a cumplir con las obligaciones de publicidad activa?, source_sentence: Artículo 6. Definiciones. 1. Discriminación directa e indirecta. b) La discriminación indirecta se produce cuando una disposición, criterio o práctica aparentemente neutros ocasiona o puede ocasionar a una o varias personas una desventaja particular con respecto a otras por razón de las causas previstas en el apartado 1 del artículo 2.
sentences: ¿Cuál es el papel del Consejo de Salud de Área?, ¿Qué se considera discriminación indirecta?, ¿Qué tipo de información se considera veraz?
model-index: name: BGE large Legal Spanish
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 1024
type: dim_1024
metrics: type: cosine_accuracy@1
value: 0.5426829268292683
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7987804878048781
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8384146341463414
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8871951219512195
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5426829268292683
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.266260162601626
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16768292682926828
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08871951219512193
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5426829268292683
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7987804878048781
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8384146341463414
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8871951219512195
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7232630895931937
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6696029326364694
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6746421405883097
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: 0.5396341463414634
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8048780487804879
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8445121951219512
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8902439024390244
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5396341463414634
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2682926829268293
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16890243902439023
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08902439024390242
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5396341463414634
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8048780487804879
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8445121951219512
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8902439024390244
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7245682830632947
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6701642953929542
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6749054080636328
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: 0.5487804878048781
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.801829268292683
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8353658536585366
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8932926829268293
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5487804878048781
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26727642276422764
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1670731707317073
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08932926829268292
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5487804878048781
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.801829268292683
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8353658536585366
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8932926829268293
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7304163166331036
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6771317266744099
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6810536400270114
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: 0.5457317073170732
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7774390243902439
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8292682926829268
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8719512195121951
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5457317073170732
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25914634146341464
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16585365853658537
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0871951219512195
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5457317073170732
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7774390243902439
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8292682926829268
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8719512195121951
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7182651883104234
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.667831736353078
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6733111746390299
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: 0.5335365853658537
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7621951219512195
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8140243902439024
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8658536585365854
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5335365853658537
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25406504065040647
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16280487804878047
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08658536585365852
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5335365853658537
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7621951219512195
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8140243902439024
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8658536585365854
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7079855810333241
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6563213801780877
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6616757296099581
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: 0.5121951219512195
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7317073170731707
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7896341463414634
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8658536585365854
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5121951219512195
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24390243902439024
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15792682926829266
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08658536585365853
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5121951219512195
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7317073170731707
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7896341463414634
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8658536585365854
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6907536996968978
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6346544715447154
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6393928977007713
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 10
Created: 2024-07-12 13:20:17