Model: Renan1997/sentence-transformer
Author: Renan1997
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, tensorboard, safetensors, xlm-roberta, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:22, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:intfloat/multilingual-e5-base, base_model:finetune:intfloat/multilingual-e5-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:22, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: intfloat/multilingual-e5-base
widget: source_sentence: К ним относятся граждане Российской Федерации, у которых один или оба родителя являются (или являлись) военнослужащими или сотрудниками.
sentences: Кто относится к числу детей военнослужащих и сотрудников в Российской Федерации?, Что происходит с местами специальной квоты, которые остались незаполненными после зачисления?, Для каких категорий детей военнослужащих и сотрудников предусмотрены особые условия приема в МГУ по результатам общеобразовательных и дополнительных вступительных испытаний в 2022 году?, source_sentence: The provided text is empty, so there is no main topic to discuss.
sentences: Из скольких частей состоит конкурсный список на места в пределах специальной квоты и что включает в себя первая часть?, Что требуется для зачисления в рамках специальной квоты?, What is the main topic of the provided text?, source_sentence: Специальная квота выделяется по программам бакалавриата и программам специалитета.
sentences: На какие образовательные программы выделяется специальная квота в соответствии с приведенным текстом?, Какое минимальное требование к баллам за ДВИ установлено для поступающих по специальной квоте в МГУ в 2022 году?, Могут ли поступающие, указанные в пункте 8, использовать результаты ЕГЭ при поступлении в МГУ?, source_sentence: В заявлении они указывают, что являются детьми военнослужащих или сотрудников, и прикладывают копии документов, подтверждающих это право.
sentences: Что указывают в заявлении о приеме поступающие на места в пределах специальной квоты?, На сколько этапов осуществляется зачисление на места в пределах специальной квоты в МГУ имени М.В.Ломоносова?, На какие образовательные программы распространяется Указ № 268 с учетом приказа Минобрнауки от 21 августа 2020 г.?, source_sentence: Прием осуществляется только по результатам дополнительных вступительных испытаний (ДВИ профильной, творческой и/или профессиональной направленности), проводимых МГУ в 2022 году.
sentences: На каком основании осуществляется отнесение поступающих к числу детей военнослужащих и сотрудников в пределах специальной квоты?, Какие категории лиц имеют право на прием в пределах специальной квоты в МГУ в 2022 году согласно представленным Особенностям?, Как осуществляется прием по специальной квоте для детей военнослужащих и сотрудников, погибших или получивших увечье, в МГУ в 2022 году?
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: SentenceTransformer based on intfloat/multilingual-e5-base
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.4090909090909091
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5454545454545454
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6818181818181818
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9090909090909091
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4090909090909091
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18181818181818182
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1363636363636364
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09090909090909093
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4090909090909091
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5454545454545454
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6818181818181818
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9090909090909091
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6218521355989215
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5343434343434343
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5400475341651813
name: Cosine Map@100
verified: no, type: cosine_accuracy@1
value: 0.5454545454545454
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9090909090909091
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9090909090909091
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5454545454545454
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.303030303030303
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18181818181818185
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10000000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5454545454545454
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9090909090909091
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9090909090909091
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7865203171807432
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7167207792207791
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7167207792207791
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: 0.4090909090909091
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5454545454545454
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6818181818181818
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8636363636363636
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4090909090909091
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18181818181818182
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1363636363636364
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08636363636363639
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4090909090909091
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5454545454545454
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6818181818181818
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8636363636363636
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6067456436856664
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5277597402597403
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5366137603366705
name: Cosine Map@100
verified: no, type: cosine_accuracy@1
value: 0.6363636363636364
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8636363636363636
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9090909090909091
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6363636363636364
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2878787878787878
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18181818181818185
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10000000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6363636363636364
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8636363636363636
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9090909090909091
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8169210922230377
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7583874458874459
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7583874458874459
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: 0.4090909090909091
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5454545454545454
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7727272727272727
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9090909090909091
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4090909090909091
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18181818181818182
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1545454545454546
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09090909090909093
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4090909090909091
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5454545454545454
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7727272727272727
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9090909090909091
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.619726662716026
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5318722943722943
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5386783225686969
name: Cosine Map@100
verified: no, type: cosine_accuracy@1
value: 0.6363636363636364
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9545454545454546
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9545454545454546
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.6363636363636364
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3181818181818181
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19090909090909094
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10000000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.6363636363636364
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9545454545454546
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9545454545454546
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8414025434075142
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7878787878787878
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7878787878787878
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: 0.4090909090909091
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.5454545454545454
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6363636363636364
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8636363636363636
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4090909090909091
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18181818181818182
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.12727272727272732
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08636363636363639
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4090909090909091
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.5454545454545454
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6363636363636364
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8636363636363636
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5940890631161904
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5130591630591631
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5219218281718282
name: Cosine Map@100
verified: no, type: cosine_accuracy@1
value: 0.5909090909090909
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5909090909090909
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.33333333333333326
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.20000000000000007
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10000000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5909090909090909
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
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name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
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name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7499999999999999
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: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6363636363636364
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
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name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9090909090909091
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
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name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1545454545454546
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09090909090909093
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6363636363636364
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7727272727272727
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9090909090909091
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.667548589082649
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5939935064935066
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5989400305576777
name: Cosine Map@100
verified: no, type: cosine_accuracy@1
value: 0.8181818181818182
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9545454545454546
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.8181818181818182
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3181818181818181
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.20000000000000007
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10000000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.8181818181818182
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9545454545454546
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9158505597444297
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8878787878787878
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8878787878787878
name: Cosine Map@100
verified: no
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Created: 2025-11-09 16:39:39