Model: drexalt/splade-NeoBERT-RetroMAE-pretrain-lighton-msmarco-triplets-20250919-064009
Author: drexalt
Pipeline: feature-extraction
Library: sentence-transformers
Tags: sentence-transformers, safetensors, neobert, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:390000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss, feature-extraction, custom_code, en, dataset:lightonai/ms-marco-en-bge-gemma, arxiv:1908.10084, arxiv:2205.04733, arxiv:1705.00652, arxiv:2004.05665, base_model:drexalt/NeoBERT-RetroMAE-pretrain, base_model:finetune:drexalt/NeoBERT-RetroMAE-pretrain, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: drexalt/NeoBERT-RetroMAE-pretrain
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sparse-encoder, sparse, splade, generated_from_trainer, dataset_size:390000, loss:SpladeLoss, loss:SparseMultipleNegativesRankingLoss, loss:FlopsLoss
base_model: drexalt/NeoBERT-RetroMAE-pretrain
widget: placeholder
datasets: lightonai/ms-marco-en-bge-gemma
pipeline_tag: feature-extraction
library_name: sentence-transformers
metrics: dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100, query_active_dims, query_sparsity_ratio, corpus_active_dims, corpus_sparsity_ratio
model-index: name: splade-NeoBERT-RetroMAE-pretrain trained on LightOn MS MARCO (triplets)
results: task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoSciFact
type: NanoSciFact
metrics: type: dot_accuracy@1
value: 0.54
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.66
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.74
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.54
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.168
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.515
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.635
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.73
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.79
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.655473775938405
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6167142857142857
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6155237632737632
name: Dot Map@100
verified: no, type: query_active_dims
value: 214.10000610351562
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9929853873893089
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 527.3963623046875
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9827207796899061
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.54
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.68
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.74
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.54
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.24666666666666665
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.168
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.515
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.655
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.73
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.79
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.65598376976016
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6173809523809524
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6161873435206768
name: Dot Map@100
verified: no, type: query_active_dims
value: 215
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9929559006618177
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 529.1915283203125
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9826619642120336
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: dot_accuracy@1
value: 0.46
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.76
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.46
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07600000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.46
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.7
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.76
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6033192844653051
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5536904761904761
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5669218226959646
name: Dot Map@100
verified: no, type: query_active_dims
value: 99.13999938964844
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9967518511437766
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 295.5086364746094
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.990318175857591
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.46
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.64
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.76
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.46
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.21333333333333332
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.07600000000000001
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.46
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.64
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.7
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.76
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6030305868428701
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5534126984126982
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5665743193221454
name: Dot Map@100
verified: no, type: query_active_dims
value: 99.80000305175781
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9967302272769885
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 296.68511962890625
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9902796304426675
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoTouche2020
type: NanoTouche2020
metrics: type: dot_accuracy@1
value: 0.7142857142857143
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.9183673469387755
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9591836734693877
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9591836734693877
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.7142857142857143
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.6190476190476191
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.6163265306122448
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.4857142857142858
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04901801483377477
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.12839324801527874
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.20197488305019035
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.31116392892910627
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5505974886287978
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.8153061224489796
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.40077665094673615
name: Dot Map@100
verified: no, type: query_active_dims
value: 93.40816497802734
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.996939644683244
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 369.0992126464844
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9879071092115036
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.7142857142857143
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.9183673469387755
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9591836734693877
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9795918367346939
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.7142857142857143
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.6190476190476191
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.6163265306122448
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.4897959183673469
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.04901801483377477
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.12839324801527874
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.20197488305019035
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.3156954697119897
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5537250207448905
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.816326530612245
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.4010315264845556
name: Dot Map@100
verified: no, type: query_active_dims
value: 93.69387817382812
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9969302837896
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 370.4649353027344
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9878623636949501
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoSCIDOCS
type: NanoSCIDOCS
metrics: type: dot_accuracy@1
value: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.66
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.26
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.22
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.146
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.07566666666666667
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.16166666666666668
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.22566666666666663
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.29966666666666664
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.29573664808275163
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.49310317460317465
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.2176904693649033
name: Dot Map@100
verified: no, type: query_active_dims
value: 151.5399932861328
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9950350569003954
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 496.980712890625
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9837172952987803
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.36
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.56
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.66
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.36
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.26
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.21599999999999997
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.146
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.07566666666666667
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.16166666666666668
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.22166666666666665
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.29966666666666664
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.29553880630562923
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.49405555555555564
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.2171795470333841
name: Dot Map@100
verified: no, type: query_active_dims
value: 152.10000610351562
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9950167090589241
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 498.65167236328125
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9836625492312667
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-information-retrieval
name: Sparse Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: dot_accuracy@1
value: 0.44
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.44
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.4
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.344
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.27399999999999997
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.062138556107558876
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.09968051520546126
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.11598389889948522
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.14031421345268424
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.3556239717444623
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.52
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.1637676115687091
name: Dot Map@100
verified: no, type: query_active_dims
value: 90.4800033569336
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9970355807824869
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 496.4185485839844
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9837357136300379
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.44
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.64
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.64
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.44
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.4
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.34
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.272
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.062138556107558876
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.09968051520546126
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.11594070235520877
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.13985966799813876
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.35414887626851177
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.52
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.16371114767459527
name: Dot Map@100
verified: no, type: query_active_dims
value: 91
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9970185440010484
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 497.9546203613281
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.9836853869221766
name: Corpus Sparsity Ratio
verified: no, task: type: sparse-nano-beir
name: Sparse Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: dot_accuracy@1
value: 0.5028571428571429
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6756734693877552
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7398367346938776
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.7918367346938775
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5028571428571429
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3464761904761905
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.297665306122449
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.21434285714285717
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.23236464752160013
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.33294808597748127
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.3947250897232685
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.4602289618096915
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.4921502337719444
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5997628117913832
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.39293606357001526
name: Dot Map@100
verified: no, type: query_active_dims
value: 129.87951883829263
name: Query Active Dims
verified: no, type: query_sparsity_ratio
value: 0.9957447244991059
name: Query Sparsity Ratio
verified: no, type: corpus_active_dims
value: 407.1836875842223
name: Corpus Active Dims
verified: no, type: corpus_sparsity_ratio
value: 0.986659337933811
name: Corpus Sparsity Ratio
verified: no, type: dot_accuracy@1
value: 0.5457142857142858
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7106436420722138
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7599372056514914
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8153532182103612
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5457142857142858
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verified: no, type: dot_precision@3
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dataset: name: NanoArguAna
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value: 0.98528940750601
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verified: no
Likes: 0 | All-time downloads: 39
Created: 2025-09-19 22:13:05