Model: dariolopez/bge-m3-es-legal-tmp-3
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: 0.5335365853658537
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7926829268292683
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8475609756097561
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8810975609756098
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5335365853658537
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26422764227642276
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1695121951219512
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08810975609756097
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5335365853658537
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7926829268292683
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8475609756097561
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8810975609756098
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7186522230387037
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6652003484320559
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6705758430588792
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: 0.5365853658536586
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7987804878048781
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8445121951219512
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8871951219512195
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5365853658536586
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.266260162601626
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16890243902439023
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08871951219512193
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5365853658536586
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7987804878048781
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8445121951219512
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8871951219512195
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7219693426433157
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6678172183507551
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6724989076281951
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: 0.5396341463414634
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7987804878048781
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8414634146341463
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8841463414634146
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5396341463414634
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.266260162601626
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16829268292682925
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08841463414634146
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5396341463414634
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7987804878048781
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8414634146341463
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8841463414634146
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7234708981888988
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6705732191250486
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.675333785038191
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: 0.5487804878048781
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7865853658536586
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8201219512195121
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8780487804878049
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5487804878048781
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2621951219512195
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16402439024390242
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08780487804878048
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5487804878048781
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7865853658536586
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8201219512195121
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8780487804878049
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.72218275626782
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6713293650793652
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6765227617116516
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: 0.5274390243902439
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7713414634146342
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8201219512195121
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8628048780487805
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5274390243902439
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25711382113821135
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16402439024390242
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08628048780487804
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5274390243902439
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7713414634146342
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8201219512195121
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8628048780487805
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7052427974875376
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6535327138985677
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6594048434747166
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: 0.5060975609756098
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7378048780487805
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.801829268292683
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8597560975609756
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5060975609756098
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2459349593495935
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16036585365853656
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08597560975609755
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5060975609756098
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7378048780487805
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.801829268292683
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8597560975609756
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6884036058438198
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6329074719318624
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6380929161741958
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 401
Created: 2024-07-12 12:56:27