Model: tmmazen/bge-base-financial-matryoshka
Author: tmmazen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4887, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: base_model: BAAI/bge-base-en-v1.5
language: en
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:4887, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Informations non disponibles
sentences: What are the possible interactions of the plant Canneberge or cranberry with other substances?, What are the possible interactions of the black Sureau plant with other substances?, Quelle est l'action pharmacologique de Crataegus oxyacantha L. subsp. monogyna?, source_sentence: L'avis du spécialiste sur le lierre grimpant



En France, plusieurs sirops à base de Lierre grimpant sont commercialisés pour la toux grasse de l’adulte et l’enfant de plus de 2 ans. Le lierre grimpant contient des saponines similaires à celles trouvées dans le marron d'Inde ou le petit-houx. Il serait intéressant d'explorer les propriétés d'extraits de lierre grimpant dans le cadre de l'insuffisance veineuse et de ses symptômes (jambes lourdes, hémorroïdes).
sentences: Quelle partie de Mandragora automnalis Spreng. est utilisée à des fins médicales?, Quel est le nom anglais de Tetraclini articulata (Vahl.) Masters?, Quel est l'avis d'un expert sur la plante Lierre grimpant?, source_sentence: lavande stoechade, lavande pap
sentences: Que pensent les autorités de santé de la plante Gentiane jaune?, What is the French name of Lavandula stoechas L.?, What are the common preparations made from Hyoscyamus muticus L.?, source_sentence: œdographie locale: presque toutes les régions phytogéographiques de l'égypte, à l'exception de la région méditerranéenne.régionale: egypte, libya. globale: parties tropicales à sèches de l'afrique, arabia, palestine, w. indies, brazil, columbia et venezuela.
sentences: Où est géographiquement répartie Calotropis procera?, Quel est le nom anglais de Deverra chlorantus Coss. & Dur.?, Où est Calligonum comosum L Herit. géographiquement distribué?, source_sentence: iconstituents its principal constituent is an alkaloid, tamarixin,along with traces of its aglocone, tamarixetin. theplant also contains a high level of tannin (ellagicand gallic) and quercetol (methyllic esther).
sentences: What are the chemical constituents of Tamarix gallica L.?, How is Myrtus communis L. used in modern and traditional medicine?, Quel est le nom arabe de Tamarix gallica L.?
model-index: name: BGE base Financial Matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.15285451197053407
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2302025782688766
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.2965009208103131
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.3830570902394107
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.15285451197053407
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07673419275629219
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.05930018416206262
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03830570902394107
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.15285451197053407
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2302025782688766
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2965009208103131
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3830570902394107
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.25252421493568566
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.212548598322079
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2202737635503467
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: 0.15101289134438306
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.23572744014732966
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.2946593001841621
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.3885819521178637
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.15101289134438306
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07857581338244321
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.058931860036832415
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03885819521178637
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.15101289134438306
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.23572744014732966
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2946593001841621
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3885819521178637
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.25426743863940854
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.21315297144026432
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2197240149343455
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: 0.143646408839779
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.22467771639042358
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.285451197053407
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.3572744014732965
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.143646408839779
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07489257213014118
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.0570902394106814
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03572744014732965
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.143646408839779
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.22467771639042358
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.285451197053407
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3572744014732965
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.23930186714544474
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2028713204127569
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21119367144055487
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: 0.13259668508287292
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.23388581952117865
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.27440147329650094
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.3462246777163904
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.13259668508287292
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07796193984039287
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.05488029465930018
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03462246777163904
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.13259668508287292
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.23388581952117865
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.27440147329650094
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3462246777163904
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.22991680445992715
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.19395407641263987
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.20211208448630702
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: 0.1141804788213628
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.1878453038674033
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.2430939226519337
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.32044198895027626
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1141804788213628
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06261510128913444
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.04861878453038675
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.032044198895027624
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1141804788213628
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.1878453038674033
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.2430939226519337
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.32044198895027626
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.20468493348849215
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.16909658277061598
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.1776805865582346
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 111
Created: 2024-09-11 14:50:33