Model: fitlemon/bge-m3-ru-ostap
Author: fitlemon
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:904, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, ru, 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: language: ru
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:904, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-m3
widget: source_sentence: Какой у тебя план на будущее?
sentences: Работа — это скучно, если не считать, что Уголовный розыск считает меня своим работником., Я дам вам парабеллум, если дружба станет слишком серьезной!, План? Из Васюков полетят сигналы на Марс, а я буду на Земле собирать деньги на билет., source_sentence: Какой у тебя любимый фильм?
sentences: Может быть, тебе дать еще список фильмов, где много денег?, Вам нужно путешествовать так, чтобы потом не забыть, где памятник., А доисторические спортсмены в матрацах не тренируются?, source_sentence: Как ты проводишь свободное время?
sentences: Напиток? Командовать парадом буду я!, Нас топят — мы выплываем, а свободное время — это для плавания!, От мертвого осла уши получишь у Пушкина, а от фильмов — только кадры., source_sentence: Как ты проводишь свободное время?
sentences: Картина битвы мне ясна, но я предпочитаю не сражаться с скукой., Спорт — это для тех, кто не знает, что они произошли от коровы!, Тайный союз меча и орала! Свободное время — это когда можно ничего не делать и не переживать!, source_sentence: Какой у тебя любимый фильм?
sentences: А что, разве я похож на человека, который не любит читать между строк?, У нас хотя и не Париж, но кино у нас всегда с интригой!, Фильм? Знойная женщина, мечта поэта — вот мой любимый сюжет!
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: BGE m3 for Ostap project
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 1024
type: dim_1024
metrics: type: cosine_accuracy@1
value: 0.14933628318584072
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2665929203539823
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.34292035398230086
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4856194690265487
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14933628318584072
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08886430678466074
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06858407079646017
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04856194690265486
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14933628318584072
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2665929203539823
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.34292035398230086
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4856194690265487
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2942645243659726
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.23620329400196635
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2600956714540916
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: 0.14601769911504425
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.26548672566371684
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3473451327433628
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.48672566371681414
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14601769911504425
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08849557522123894
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06946902654867257
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.048672566371681415
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14601769911504425
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.26548672566371684
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3473451327433628
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.48672566371681414
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2931785163867407
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2343512958280655
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2581995173126666
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: 0.14823008849557523
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.26548672566371684
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.34513274336283184
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4944690265486726
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14823008849557523
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08849557522123894
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06902654867256636
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04944690265486726
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14823008849557523
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.26548672566371684
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.34513274336283184
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4944690265486726
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2965536225707287
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.23654261483354377
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2597641504609653
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: 0.14491150442477876
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2688053097345133
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.34845132743362833
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4911504424778761
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14491150442477876
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08960176991150441
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06969026548672566
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.049115044247787606
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14491150442477876
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2688053097345133
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.34845132743362833
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4911504424778761
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2942530832557106
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2342999367888746
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2580055991240585
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: 0.14712389380530974
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.2665929203539823
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.34623893805309736
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4944690265486726
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14712389380530974
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08886430678466076
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06924778761061946
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04944690265486726
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14712389380530974
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.2665929203539823
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.34623893805309736
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4944690265486726
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2963702071144291
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2362221695462843
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.25976571809408944
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: 0.14601769911504425
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.26991150442477874
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3473451327433628
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.497787610619469
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14601769911504425
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08997050147492625
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06946902654867257
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.049778761061946904
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14601769911504425
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.26991150442477874
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3473451327433628
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.497787610619469
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.29684044099735196
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.23588767734232302
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.2592174386566743
name: Cosine Map@100
verified: no
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Created: 2025-03-10 10:55:34