Model: dariolopez/bge-m3-es-legal-tmp-5
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: 0.5457317073170732
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7957317073170732
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8384146341463414
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8932926829268293
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5457317073170732
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2652439024390244
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1676829268292683
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08932926829268292
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5457317073170732
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7957317073170732
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8384146341463414
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8932926829268293
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7302586912423743
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6767615176151762
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.681258027581737
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: 0.8079268292682927
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8414634146341463
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8932926829268293
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5365853658536586
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2693089430894309
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16829268292682925
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08932926829268292
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5365853658536586
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8079268292682927
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8414634146341463
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8932926829268293
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7282267030500372
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6736728126209836
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6781247434270851
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: 0.551829268292683
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8079268292682927
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8475609756097561
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8902439024390244
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.551829268292683
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26930894308943093
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1695121951219512
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08902439024390242
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.551829268292683
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8079268292682927
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8475609756097561
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8902439024390244
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7325574962343641
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6804551393728224
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.684820535249813
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: 0.551829268292683
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7835365853658537
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8384146341463414
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8841463414634146
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.551829268292683
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2611788617886179
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16768292682926828
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08841463414634146
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.551829268292683
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7835365853658537
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8384146341463414
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8841463414634146
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7255160993526271
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6737950058072009
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6784370507793502
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: 0.524390243902439
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7682926829268293
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: 0.524390243902439
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25609756097560976
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: 0.524390243902439
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7682926829268293
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: 0.7090498868459102
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6541049651567944
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6583146749893706
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: 0.5030487804878049
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.725609756097561
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7896341463414634
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8567073170731707
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5030487804878049
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24186991869918703
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15792682926829268
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08567073170731705
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5030487804878049
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.725609756097561
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7896341463414634
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8567073170731707
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6821717367550763
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6260005323267519
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6310101112679509
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 152
Created: 2024-07-12 13:31:59