Model: csanz91/lampistero_rag_embeddings_2
Author: csanz91
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:14907, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, custom_code, es, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:jinaai/jina-embeddings-v3, base_model:finetune:jinaai/jina-embeddings-v3, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: jinaai/jina-embeddings-v3
Card metadata: language: es
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:14907, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: jinaai/jina-embeddings-v3
widget: source_sentence: ¿Qué característica especial tenía la escultura del 'Torico' creada por Pedro Blesa?
sentences: Después de dorar el conejo en la receta de Conejo escabechado, en la misma sartén se rehogan los ajos, con el laurel y la pimienta.
, Rafael Barcelón se encargaba del servicio de electricidad en Valdeconejos en 1951., La escultura del 'Torico' creada por Pedro Blesa era un anaglifo, visible en 3D con gafas especiales., source_sentence: ¿Por qué cantidad adquirió Francisco Santacruz la mina Escuadra en la subasta pública?
sentences: Después de la temporada 1986-87, el equipo descendió, lo que provocó su desaparición del campeonato en la temporada 1987-88., 'Al bies' significa en diagonal., Francisco Santacruz adquirió la mina Escuadra por la cantidad de 931 pesetas., source_sentence: ¿Quién se desempeñaba como fiscal en el ayuntamiento de Escucha en el año 1916?
sentences: El autor mencionado para la receta Sopas de ajo es Teo Martin Lafuente., En Escucha en 1916, D. Joaquín Latorre del Río se desempeñaba como fiscal., Felipe Mallén era el farmacéutico en Valdeconejos en 1928., source_sentence: ¿Qué información transmiten los 'toques' en la caña de un pozo durante las operaciones mineras?
sentences: Juan Pedro Martín encontró fragmentos de carbón de piedra en el paraje de El Horcajo., Se publicó en 1970 por Ediciones Cultura y Acción. CNT., Los 'toques' son señales que se hacen en la caña del pozo para las distintas operaciones 1: alto 2: arriba 3: abajo 1+2: despacio arriba 1+3: despacio abajo 4+2: personal arriba 4+3: personal abajo 4+1+2: señalista en jaula arriba 4+1+3: señalista en jaula abajo 5: jaula libre 6: maniobra, source_sentence: ¿En qué año se demarcó y reconoció la mina 'El Pilar'?
sentences: Según la quinta demanda del SOMM, todas compañías mineras debían entregar a todos sus obreros un libramiento de liquidación mensual, 'Tontiar' significa cuando dos jóvenes empiezan con un noviazgo., La mina 'El Pilar' se demarcó y reconoció en 1857.
pipeline_tag: sentence-similarity
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
model-index: name: Lampistero
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 1024
type: dim_1024
metrics: type: cosine_accuracy@1
value: 0.7700663850331925
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8925769462884732
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9155099577549789
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9330114665057333
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7700663850331925
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2975256487628244
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18310199155099577
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09330114665057333
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7700663850331925
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8925769462884732
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9155099577549789
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9330114665057333
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8578914781807897
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8330619976817926
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8343424106284848
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: 0.7694628847314424
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8889559444779722
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9124924562462281
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9330114665057333
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7694628847314424
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29631864815932407
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1824984912492456
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09330114665057332
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7694628847314424
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8889559444779722
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9124924562462281
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9330114665057333
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8571049923900239
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8320899311243306
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8333457816447034
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: 0.7682558841279421
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8865419432709717
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9112854556427278
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9305974652987327
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7682558841279421
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2955139810903239
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18225709112854557
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09305974652987326
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7682558841279421
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8865419432709717
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9112854556427278
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9305974652987327
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8555277012951626
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8307227155597702
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8321030396467847
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: 0.764031382015691
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8901629450814725
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9082679541339771
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9299939649969825
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.764031382015691
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2967209816938242
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1816535908267954
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09299939649969825
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.764031382015691
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8901629450814725
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9082679541339771
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9299939649969825
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8535167149096011
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8282907530342651
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8296119986031772
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: 0.7447193723596862
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8768859384429692
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9028364514182257
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9215449607724804
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7447193723596862
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2922953128143231
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1805672902836451
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09215449607724803
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7447193723596862
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8768859384429692
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9028364514182257
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9215449607724804
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8402664516336745
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8133905221714518
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8148588407289652
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: 0.7103198551599276
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8491249245624622
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8780929390464696
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.899818949909475
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7103198551599276
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2830416415208208
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1756185878092939
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08998189499094747
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7103198551599276
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8491249245624622
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8780929390464696
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.899818949909475
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8119294706592789
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7829293234091058
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7850878407159746
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 140
Created: 2025-05-19 10:38:50