Model: ve88ifz2/snowflake-arctic-embed-m-klej-dyk-v0.1
Author: ve88ifz2
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:1K<n<10K, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:Snowflake/snowflake-arctic-embed-m, base_model:finetune:Snowflake/snowflake-arctic-embed-m, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: Snowflake/snowflake-arctic-embed-m
Card metadata: base_model: Snowflake/snowflake-arctic-embed-m
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, dataset_size:1K<n<10K, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: kim był Steve Yzerman?
sentences: Łazik marsjański Opportunity, w jakim kraju jest przyznawany Order Białego Lotosu?, do powstania jakich instytucji przyczynił się pierwszy biskup Makau?, source_sentence: gdzie rośnie bokkonia?
sentences: jak rozmnażają się Aeolosomatidae?, kto 1 stycznia 2011 został gubernatorem Nowego Jorku?, w której świątyni koronowany był król jerozolimski Baldwin I?, source_sentence: Godło Republiki Ałtaju
sentences: co przedstawia godło Republiki Ałtaju?, w którym kraju w noc sylwestrową je się oliebollen?, który z członków załogi Międzynarodowej Stacji Kosmicznej nie ma nóg?, source_sentence: co to jest meszne?
sentences: co to jest Mammoth Hot Springs?, jak przebiegała kariera sportowa Witolda Sikorskiego?, do uratowania ilu dzieł sztuki przyczynił się Borys Woźnicki?, source_sentence: Chłopiec z Nariokotome
sentences: ile wynosiła objętość mózgu chłopca z Nariokotome?, gdzie znajduje się czwarty polski cmentarz katyński?, w jakich miejscach stał warszawski pomnik Ignacego Jana Paderewskiego?
model-index: name: snowflake-arctic-embed-m-klej-dyk
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.18509615384615385
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4807692307692308
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.625
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7259615384615384
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.18509615384615385
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16025641025641024
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.125
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07259615384615384
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.18509615384615385
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4807692307692308
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.625
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7259615384615384
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.44786216254546357
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.358972451159951
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3672210078826913
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: 0.17548076923076922
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.47115384615384615
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6129807692307693
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7019230769230769
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.17548076923076922
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15705128205128205
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.12259615384615384
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07019230769230768
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.17548076923076922
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.47115384615384615
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6129807692307693
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7019230769230769
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.43344535381311455
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3473920177045177
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3563798565478224
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: 0.15625
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4543269230769231
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5649038461538461
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6730769230769231
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.15625
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15144230769230768
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11298076923076923
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0673076923076923
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.15625
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4543269230769231
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5649038461538461
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6730769230769231
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4102597093872519
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.32613324175824177
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3350744652348361
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: 0.16346153846153846
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.3918269230769231
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5072115384615384
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6057692307692307
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.16346153846153846
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.13060897435897434
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10144230769230769
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06057692307692307
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.16346153846153846
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.3918269230769231
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5072115384615384
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6057692307692307
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3757626519143444
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.30273962148962136
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3116992239855167
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: 0.14903846153846154
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.3389423076923077
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4182692307692308
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.49278846153846156
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14903846153846154
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.11298076923076923
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.08365384615384615
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04927884615384615
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14903846153846154
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.3389423076923077
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4182692307692308
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.49278846153846156
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.31783226267644227
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.26212320665445676
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.27044860532149884
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 109
Created: 2024-06-19 14:14:26