Model: dariolopez/bge-m3-es-legal-tmp-6
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: 0.551829268292683
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: 0.9024390243902439
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.551829268292683
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2682926829268293
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16890243902439023
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09024390243902437
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.551829268292683
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8048780487804879
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8445121951219512
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9024390243902439
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7379864083246442
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6841608594657377
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6880865147668174
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: 0.5487804878048781
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8048780487804879
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.850609756097561
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9024390243902439
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5487804878048781
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2682926829268293
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17012195121951218
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09024390243902437
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5487804878048781
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8048780487804879
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.850609756097561
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9024390243902439
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.736128283939538
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6815560878823075
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6854885550473444
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: 0.5579268292682927
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8109756097560976
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.850609756097561
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8932926829268293
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5579268292682927
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27032520325203246
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17012195121951218
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08932926829268292
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5579268292682927
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8109756097560976
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.850609756097561
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8932926829268293
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7362627915663099
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6845153406891215
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6889302518809046
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: 0.5548780487804879
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7957317073170732
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8323170731707317
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8841463414634146
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5548780487804879
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2652439024390244
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16646341463414632
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08841463414634146
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5548780487804879
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7957317073170732
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8323170731707317
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8841463414634146
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7307377627264078
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6803994870305846
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6851337079025414
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: 0.5213414634146342
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: 0.5213414634146342
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: 0.08658536585365853
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5213414634146342
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: 0.7028480041122221
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6495075977545491
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6549966797371862
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: 0.4847560975609756
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.725609756097561
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7804878048780488
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8536585365853658
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4847560975609756
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24186991869918703
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15609756097560976
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08536585365853658
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4847560975609756
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.725609756097561
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7804878048780488
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8536585365853658
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6729421249114532
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6146668118466899
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6198317239083065
name: Cosine Map@100
verified: no
Likes: 2 | All-time downloads: 444932
Created: 2024-07-12 14:06:39