Model: Steve77/bge-base-bible-retrieval
Author: Steve77
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:47560, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, fr, 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: fr
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:47560, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Qui a écouté le roi Asa et envoyé son armée contre les villes d'Israël?
sentences: Ben-Hadad., Il se prosterna devant le roi, le visage contre terre., Baescha, fils d'Achija., source_sentence: Quelle est l'importance de distribuer tous ses biens aux pauvres sans charité?
sentences: Adina, fils de Schiza, était le chef des Rubénites., Distribuer tous ses biens aux pauvres sans charité ne sert à rien., L'Éternel., source_sentence: Qui sont les enfants du père d'Étham?
sentences: Jizreel, Jischma, Jidbasch et leur sœur Hatselelponi., Chaque division comptait vingt-quatre mille hommes., Hosa était un fils de Merari et il avait quatre fils: Schimri, Hilkija, Thebalia, et Zacharie., source_sentence: Combien de temps Nadab, fils de Jéroboam, a-t-il régné sur Israël?
sentences: Ils sont des serviteurs par le moyen desquels les frères ont cru, selon que le Seigneur l'a donné à chacun., Sept fils: Jeusch, Benjamin, Éhud, Kenaana, Zéthan, Tarsis et Achischachar, enregistrés au nombre de dix-sept mille deux cents., Deux ans., source_sentence: Quand les Lévites devaient-ils se présenter pour louer et célébrer l'Éternel?
sentences: Chaque matin et chaque soir., Cinq mille talents d'or et dix mille talents d'argent ont été donnés., Il doit demeurer circoncis.
model-index: name: BGE base bible test
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.13359388879019363
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.18795523183513946
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.21389234322259726
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.25102149582519095
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.13359388879019363
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06265174394504648
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.04277846864451945
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0251021495825191
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.13359388879019363
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.18795523183513946
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.21389234322259726
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.25102149582519095
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.18816833747648484
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.16858798117458645
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.17400088915411802
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: 0.12773139101083675
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.18546811156510926
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.20572037662106946
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.24213892343222598
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12773139101083675
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.061822703855036416
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.041144075324213894
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0242138923432226
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12773139101083675
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.18546811156510926
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.20572037662106946
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.24213892343222598
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.18151482198424093
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1625760305898876
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.16802226648065993
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: 0.12488896784508793
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.17463137324569195
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.19737075857168235
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.23272339669568307
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12488896784508793
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.058210457748563975
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.03947415171433648
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.023272339669568307
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12488896784508793
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.17463137324569195
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.19737075857168235
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.23272339669568307
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.17440736005896854
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.156282728049472
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.16141647615447188
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: 0.10943329188132883
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.15686622845976195
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.17853970509859654
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.20838514833895896
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.10943329188132883
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.052288742819920644
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.03570794101971931
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0208385148338959
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.10943329188132883
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.15686622845976195
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.17853970509859654
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.20838514833895896
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.15566336146326976
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.13917031134121227
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.14405644027137798
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: 0.08935867827322792
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.13181737431160065
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.15011547344110854
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.17694084206786284
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.08935867827322792
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.04393912477053354
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.03002309468822171
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.01769408420678629
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.08935867827322792
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.13181737431160065
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.15011547344110854
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.17694084206786284
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.13031373727839585
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.11575599150656894
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.12066444582998255
name: Cosine Map@100
verified: no
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Created: 2025-01-04 09:20:11